diff --git a/.gitattributes b/.gitattributes
index a6344aac8c09253b3b630fb776ae94478aa0275b..ea21354ae2f495341ee3679d421adb84f86f2133 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -33,3 +33,9 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+gemma-2-2b-btk-vnorm_topp-p0.9/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.2/saebench_autointerp_custom_sae_eval_results.json filter=lfs diff=lfs merge=lfs -text
+gemma-2-2b-btk-vnorm_topp-p0.95/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.1/saebench_autointerp_custom_sae_eval_results.json filter=lfs diff=lfs merge=lfs -text
+gemma-2-2b-btk-vnorm_topp-p0.99/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.3/saebench_autointerp_custom_sae_eval_results.json filter=lfs diff=lfs merge=lfs -text
+gemma-2-2b-btk/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.1/saebench_autointerp_custom_sae_eval_results.json filter=lfs diff=lfs merge=lfs -text
+gemma-2-2b-btk-vnorm_threshold_renorm-t0.01/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.2/saebench_autointerp_custom_sae_eval_results.json filter=lfs diff=lfs merge=lfs -text
+gemma-2-2b-btk-vnorm_threshold_renorm-t0.05/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.4/saebench_autointerp_custom_sae_eval_results.json filter=lfs diff=lfs merge=lfs -text
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/binarized_probing_binarized_linear_results.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/binarized_probing_binarized_linear_results.json
new file mode 100644
index 0000000000000000000000000000000000000000..823f91a5f2b39b94a69e84c33f029307df603c4e
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/binarized_probing_binarized_linear_results.json
@@ -0,0 +1,6330 @@
+{
+  "5_hist_fig_ismale": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        21661
+      ],
+      "test_balanced_acc": 0.9104334107311205,
+      "test_accuracy": 0.910440251572327,
+      "test_auc": 0.9104334107311205,
+      "test_f1": 0.9128305582761999,
+      "test_precision": 0.8893129770992366,
+      "test_recall": 0.937625754527163
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        21661,
+        9425,
+        32365,
+        9778
+      ],
+      "test_balanced_acc": 0.9184865104061712,
+      "test_accuracy": 0.9184905660377358,
+      "test_auc": 0.9512001551331138,
+      "test_f1": 0.9198019801980198,
+      "test_precision": 0.905458089668616,
+      "test_recall": 0.9346076458752515
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        21661,
+        9425,
+        32365,
+        9778,
+        19831,
+        21889,
+        7540,
+        8821,
+        85,
+        31715,
+        2504,
+        30428,
+        878,
+        24042,
+        667,
+        13901
+      ],
+      "test_balanced_acc": 0.9119472749936965,
+      "test_accuracy": 0.9119496855345912,
+      "test_auc": 0.9678060815826008,
+      "test_f1": 0.9128051818634778,
+      "test_precision": 0.9042448173741362,
+      "test_recall": 0.9215291750503019
+    }
+  },
+  "6_hist_fig_isamerican": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        1440
+      ],
+      "test_balanced_acc": 0.8166006608346608,
+      "test_accuracy": 0.8166037735849057,
+      "test_auc": 0.8166006608346608,
+      "test_f1": 0.8188819875776397,
+      "test_precision": 0.8090328915071183,
+      "test_recall": 0.8289738430583501
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        1440,
+        31139,
+        31590,
+        30022
+      ],
+      "test_balanced_acc": 0.878979716244118,
+      "test_accuracy": 0.8789937106918239,
+      "test_auc": 0.9386783711833153,
+      "test_f1": 0.885394329282821,
+      "test_precision": 0.8411045722046174,
+      "test_recall": 0.9346076458752515
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        1440,
+        31139,
+        31590,
+        30022,
+        6256,
+        32565,
+        28950,
+        6405,
+        23439,
+        22162,
+        23045,
+        14865,
+        18659,
+        29051,
+        30428,
+        29522
+      ],
+      "test_balanced_acc": 0.9159720527493092,
+      "test_accuracy": 0.9159748427672956,
+      "test_auc": 0.9704511669918858,
+      "test_f1": 0.9169154228855722,
+      "test_precision": 0.906988188976378,
+      "test_recall": 0.9270623742454729
+    }
+  },
+  "7_hist_fig_ispolitician": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        18990
+      ],
+      "test_balanced_acc": 0.5728845898744253,
+      "test_accuracy": 0.5728301886792453,
+      "test_auc": 0.5728845898744251,
+      "test_f1": 0.45507060333761234,
+      "test_precision": 0.6285460992907801,
+      "test_recall": 0.3566398390342052
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        18990,
+        31715,
+        32365,
+        2528
+      ],
+      "test_balanced_acc": 0.5967346606058089,
+      "test_accuracy": 0.5967295597484277,
+      "test_auc": 0.619581100088199,
+      "test_f1": 0.5884467265725288,
+      "test_precision": 0.6009438909281594,
+      "test_recall": 0.5764587525150905
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        18990,
+        31715,
+        32365,
+        2528,
+        7702,
+        14759,
+        11807,
+        3437,
+        5105,
+        31139,
+        31569,
+        2883,
+        21889,
+        878,
+        17458,
+        5034
+      ],
+      "test_balanced_acc": 0.6062980803796103,
+      "test_accuracy": 0.6062893081761006,
+      "test_auc": 0.6416316216372214,
+      "test_f1": 0.5921292676570237,
+      "test_precision": 0.6143861546782045,
+      "test_recall": 0.5714285714285714
+    }
+  },
+  "21_headline_istrump": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        21652
+      ],
+      "test_balanced_acc": 0.8246545199733883,
+      "test_accuracy": 0.8246540880503145,
+      "test_auc": 0.8246545199733883,
+      "test_f1": 0.8243890148652053,
+      "test_precision": 0.8258455325593135,
+      "test_recall": 0.8229376257545271
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        21652,
+        24021,
+        6974,
+        23070
+      ],
+      "test_balanced_acc": 0.8525682276851851,
+      "test_accuracy": 0.8525786163522012,
+      "test_auc": 0.925826726843193,
+      "test_f1": 0.8584541062801933,
+      "test_precision": 0.8257434944237918,
+      "test_recall": 0.8938631790744467
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        21652,
+        24021,
+        6974,
+        23070,
+        1440,
+        20078,
+        28345,
+        7078,
+        20578,
+        622,
+        24487,
+        29853,
+        15106,
+        21157,
+        9500,
+        14506
+      ],
+      "test_balanced_acc": 0.8729537516999328,
+      "test_accuracy": 0.8729559748427673,
+      "test_auc": 0.9384319252201686,
+      "test_f1": 0.8740962353527798,
+      "test_precision": 0.8665348492338112,
+      "test_recall": 0.8817907444668008
+    }
+  },
+  "22_headline_isobama": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        21652
+      ],
+      "test_balanced_acc": 0.7100311432589914,
+      "test_accuracy": 0.7099841521394612,
+      "test_auc": 0.7100311432589914,
+      "test_f1": 0.7014681892332789,
+      "test_precision": 0.7239057239057239,
+      "test_recall": 0.680379746835443
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        21652,
+        21157,
+        1440,
+        27505
+      ],
+      "test_balanced_acc": 0.7687311633514164,
+      "test_accuracy": 0.768621236133122,
+      "test_auc": 0.861472774763914,
+      "test_f1": 0.7517006802721088,
+      "test_precision": 0.8125,
+      "test_recall": 0.6993670886075949
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        21652,
+        21157,
+        1440,
+        27505,
+        24487,
+        23070,
+        24021,
+        16695,
+        7078,
+        13927,
+        19352,
+        622,
+        31402,
+        15467,
+        28257,
+        25525
+      ],
+      "test_balanced_acc": 0.857373920032148,
+      "test_accuracy": 0.8573692551505546,
+      "test_auc": 0.9321076953988346,
+      "test_f1": 0.8571428571428571,
+      "test_precision": 0.8598726114649682,
+      "test_recall": 0.8544303797468354
+    }
+  },
+  "23_headline_ischina": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        1440
+      ],
+      "test_balanced_acc": 0.6925353947611141,
+      "test_accuracy": 0.6926770708283313,
+      "test_auc": 0.6925353947611143,
+      "test_f1": 0.7253218884120172,
+      "test_precision": 0.6563106796116505,
+      "test_recall": 0.8105515587529976
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        1440,
+        24204,
+        23127,
+        8096
+      ],
+      "test_balanced_acc": 0.7046583886736765,
+      "test_accuracy": 0.7046818727490997,
+      "test_auc": 0.7874729062903524,
+      "test_f1": 0.7105882352941176,
+      "test_precision": 0.6974595842956121,
+      "test_recall": 0.7242206235011991
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        1440,
+        24204,
+        23127,
+        8096,
+        18659,
+        29740,
+        14506,
+        3291,
+        3436,
+        24021,
+        24487,
+        11746,
+        28417,
+        672,
+        3976,
+        20088
+      ],
+      "test_balanced_acc": 0.7647141901863125,
+      "test_accuracy": 0.7647058823529411,
+      "test_auc": 0.825095692676628,
+      "test_f1": 0.7632850241545893,
+      "test_precision": 0.7688564476885644,
+      "test_recall": 0.7577937649880095
+    }
+  },
+  "24_headline_isiran": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        24204
+      ],
+      "test_balanced_acc": 0.7711280432274907,
+      "test_accuracy": 0.7713498622589532,
+      "test_auc": 0.7711280432274907,
+      "test_f1": 0.7888040712468194,
+      "test_precision": 0.7345971563981043,
+      "test_recall": 0.8516483516483516
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        24204,
+        2883,
+        27505,
+        29071
+      ],
+      "test_balanced_acc": 0.754993625159371,
+      "test_accuracy": 0.7548209366391184,
+      "test_auc": 0.8099842146803472,
+      "test_f1": 0.7390029325513197,
+      "test_precision": 0.7924528301886793,
+      "test_recall": 0.6923076923076923
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        24204,
+        2883,
+        27505,
+        29071,
+        32642,
+        1440,
+        20578,
+        14392,
+        26905,
+        19352,
+        26941,
+        30428,
+        11760,
+        9182,
+        18414,
+        30523
+      ],
+      "test_balanced_acc": 0.7659067451885131,
+      "test_accuracy": 0.7658402203856749,
+      "test_auc": 0.828911420071641,
+      "test_f1": 0.7605633802816901,
+      "test_precision": 0.7803468208092486,
+      "test_recall": 0.7417582417582418
+    }
+  },
+  "26_headline_isfrontpage": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        1440
+      ],
+      "test_balanced_acc": 0.6357147667079477,
+      "test_accuracy": 0.6357232704402516,
+      "test_auc": 0.6357147667079477,
+      "test_f1": 0.6476885644768856,
+      "test_precision": 0.6272384542884072,
+      "test_recall": 0.6695171026156942
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        1440,
+        21652,
+        6974,
+        7078
+      ],
+      "test_balanced_acc": 0.641281255727622,
+      "test_accuracy": 0.6412578616352201,
+      "test_auc": 0.6956825249433187,
+      "test_f1": 0.6045479755962285,
+      "test_precision": 0.6736711990111248,
+      "test_recall": 0.5482897384305835
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        1440,
+        21652,
+        6974,
+        7078,
+        24487,
+        23070,
+        6230,
+        8028,
+        21157,
+        28345,
+        27635,
+        8683,
+        13630,
+        20759,
+        28257,
+        2371
+      ],
+      "test_balanced_acc": 0.667926405944474,
+      "test_accuracy": 0.6679245283018868,
+      "test_auc": 0.7304671005398269,
+      "test_f1": 0.6654840344652813,
+      "test_precision": 0.6705822267620021,
+      "test_recall": 0.6604627766599598
+    }
+  },
+  "36_sciq_tf": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        15631
+      ],
+      "test_balanced_acc": 0.7333010392500954,
+      "test_accuracy": 0.7333333333333333,
+      "test_auc": 0.7333010392500954,
+      "test_f1": 0.7637093178778421,
+      "test_precision": 0.6857485988791033,
+      "test_recall": 0.8616700201207244
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        15631,
+        2047,
+        15529,
+        32565
+      ],
+      "test_balanced_acc": 0.7864281815705507,
+      "test_accuracy": 0.7864150943396226,
+      "test_auc": 0.8596014942194687,
+      "test_f1": 0.7747413106924914,
+      "test_precision": 0.819764177428411,
+      "test_recall": 0.7344064386317908
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        15631,
+        2047,
+        15529,
+        32565,
+        21388,
+        20393,
+        22137,
+        13046,
+        12868,
+        32330,
+        28268,
+        5085,
+        2029,
+        25582,
+        11485,
+        14893
+      ],
+      "test_balanced_acc": 0.8249010925138146,
+      "test_accuracy": 0.8249056603773585,
+      "test_auc": 0.9015621155215136,
+      "test_f1": 0.8280632411067194,
+      "test_precision": 0.8135922330097087,
+      "test_recall": 0.8430583501006036
+    }
+  },
+  "41_truthqa_tf": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        14212
+      ],
+      "test_balanced_acc": 0.553469387755102,
+      "test_accuracy": 0.5555555555555556,
+      "test_auc": 0.553469387755102,
+      "test_f1": 0.6333333333333333,
+      "test_precision": 0.5428571428571428,
+      "test_recall": 0.76
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        14212,
+        19003,
+        18107,
+        14582
+      ],
+      "test_balanced_acc": 0.563469387755102,
+      "test_accuracy": 0.5656565656565656,
+      "test_auc": 0.6663265306122449,
+      "test_f1": 0.6446280991735537,
+      "test_precision": 0.5492957746478874,
+      "test_recall": 0.78
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        14212,
+        19003,
+        18107,
+        14582,
+        9010,
+        18777,
+        32403,
+        7841,
+        30057,
+        24537,
+        8942,
+        21807,
+        13878,
+        10884,
+        24343,
+        25760
+      ],
+      "test_balanced_acc": 0.6055102040816327,
+      "test_accuracy": 0.6060606060606061,
+      "test_auc": 0.6624489795918368,
+      "test_f1": 0.6285714285714286,
+      "test_precision": 0.6,
+      "test_recall": 0.66
+    }
+  },
+  "42_temp_sense": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        2489
+      ],
+      "test_balanced_acc": 0.6813105175292153,
+      "test_accuracy": 0.6814011676396997,
+      "test_auc": 0.6813105175292153,
+      "test_f1": 0.7127819548872181,
+      "test_precision": 0.6493150684931507,
+      "test_recall": 0.79
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        2489,
+        15631,
+        31537,
+        7004
+      ],
+      "test_balanced_acc": 0.7397078464106844,
+      "test_accuracy": 0.7397831526271893,
+      "test_auc": 0.7858291597106288,
+      "test_f1": 0.7614678899082569,
+      "test_precision": 0.7033898305084746,
+      "test_recall": 0.83
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        2489,
+        15631,
+        31537,
+        7004,
+        8642,
+        2358,
+        9073,
+        11893,
+        22033,
+        31117,
+        6230,
+        26213,
+        18107,
+        32330,
+        2569,
+        12868
+      ],
+      "test_balanced_acc": 0.7856093489148581,
+      "test_accuracy": 0.7856547122602169,
+      "test_auc": 0.8549387868670005,
+      "test_f1": 0.7968379446640316,
+      "test_precision": 0.7578947368421053,
+      "test_recall": 0.84
+    }
+  },
+  "44_phys_tf": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        31537
+      ],
+      "test_balanced_acc": 0.5800732933079098,
+      "test_accuracy": 0.5801257861635221,
+      "test_auc": 0.5800732933079098,
+      "test_f1": 0.6526534859521332,
+      "test_precision": 0.5566205182818601,
+      "test_recall": 0.7887323943661971
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        31537,
+        12868,
+        2489,
+        21648
+      ],
+      "test_balanced_acc": 0.6163227477598353,
+      "test_accuracy": 0.6163522012578616,
+      "test_auc": 0.6643355351029174,
+      "test_f1": 0.6566088718757037,
+      "test_precision": 0.594374235629841,
+      "test_recall": 0.7334004024144869
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        31537,
+        12868,
+        2489,
+        21648,
+        5508,
+        17891,
+        6207,
+        8785,
+        32330,
+        8879,
+        216,
+        11888,
+        31501,
+        18150,
+        7004,
+        13644
+      ],
+      "test_balanced_acc": 0.6296829796089065,
+      "test_accuracy": 0.6296855345911949,
+      "test_auc": 0.6907380366750072,
+      "test_f1": 0.6334661354581673,
+      "test_precision": 0.6272189349112426,
+      "test_recall": 0.6398390342052314
+    }
+  },
+  "47_reasoning_tf": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        8304
+      ],
+      "test_balanced_acc": 0.551636678795519,
+      "test_accuracy": 0.5517654099341711,
+      "test_auc": 0.551636678795519,
+      "test_f1": 0.6312161496799606,
+      "test_precision": 0.5364016736401673,
+      "test_recall": 0.7667464114832536
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        8304,
+        2590,
+        10742,
+        20828
+      ],
+      "test_balanced_acc": 0.5649987107125463,
+      "test_accuracy": 0.5649311789347696,
+      "test_auc": 0.5940735753373636,
+      "test_f1": 0.5097774780849629,
+      "test_precision": 0.5842349304482226,
+      "test_recall": 0.45215311004784686
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        8304,
+        2590,
+        10742,
+        20828,
+        21648,
+        9171,
+        16704,
+        27825,
+        20933,
+        14386,
+        9204,
+        19079,
+        31862,
+        27557,
+        20696,
+        19003
+      ],
+      "test_balanced_acc": 0.5661211070681603,
+      "test_accuracy": 0.566128067025733,
+      "test_auc": 0.587390052431023,
+      "test_f1": 0.5712596096984033,
+      "test_precision": 0.5649122807017544,
+      "test_recall": 0.5777511961722488
+    }
+  },
+  "48_cm_correct": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        21194
+      ],
+      "test_balanced_acc": 0.6061031513692118,
+      "test_accuracy": 0.6060377358490566,
+      "test_auc": 0.6061031513692118,
+      "test_f1": 0.4677090414683889,
+      "test_precision": 0.7211740041928721,
+      "test_recall": 0.3460764587525151
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        21194,
+        18107,
+        30180,
+        14748
+      ],
+      "test_balanced_acc": 0.5869379589059267,
+      "test_accuracy": 0.5869182389937107,
+      "test_auc": 0.618893025996948,
+      "test_f1": 0.5518558951965066,
+      "test_precision": 0.6032219570405728,
+      "test_recall": 0.5085513078470825
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        21194,
+        18107,
+        30180,
+        14748,
+        31537,
+        17920,
+        16554,
+        2489,
+        23268,
+        5608,
+        19290,
+        17891,
+        28154,
+        28229,
+        5209,
+        15432
+      ],
+      "test_balanced_acc": 0.6171356270486532,
+      "test_accuracy": 0.6171069182389937,
+      "test_auc": 0.6952948187362727,
+      "test_f1": 0.5678591709256104,
+      "test_precision": 0.651890482398957,
+      "test_recall": 0.5030181086519114
+    }
+  },
+  "49_cm_isshort": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        6605
+      ],
+      "test_balanced_acc": 0.9977361653565074,
+      "test_accuracy": 0.9977358490566037,
+      "test_auc": 0.9977361653565074,
+      "test_f1": 0.9977335683706875,
+      "test_precision": 0.9989914271306102,
+      "test_recall": 0.9964788732394366
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        6605,
+        6475,
+        16858,
+        31511
+      ],
+      "test_balanced_acc": 0.997736038779228,
+      "test_accuracy": 0.9977358490566037,
+      "test_auc": 0.9998681064747822,
+      "test_f1": 0.9977347092876919,
+      "test_precision": 0.9984886649874055,
+      "test_recall": 0.9969818913480886
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        6605,
+        6475,
+        16858,
+        31511,
+        22355,
+        15138,
+        9313,
+        18492,
+        8642,
+        992,
+        27879,
+        7007,
+        8873,
+        13729,
+        21635,
+        13467
+      ],
+      "test_balanced_acc": 0.9982393100424388,
+      "test_accuracy": 0.9982389937106918,
+      "test_auc": 0.9997705153923035,
+      "test_f1": 0.998237219843868,
+      "test_precision": 0.9994957135653051,
+      "test_recall": 0.9969818913480886
+    }
+  },
+  "50_deon_isvalid": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        31537
+      ],
+      "test_balanced_acc": 0.6288711129383244,
+      "test_accuracy": 0.6289308176100629,
+      "test_auc": 0.6288711129383244,
+      "test_f1": 0.7001423053466151,
+      "test_precision": 0.5875127942681678,
+      "test_recall": 0.8661971830985915
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        31537,
+        2489,
+        25598,
+        5608
+      ],
+      "test_balanced_acc": 0.6581216032987052,
+      "test_accuracy": 0.6581132075471698,
+      "test_auc": 0.7279225174904485,
+      "test_f1": 0.6463700234192038,
+      "test_precision": 0.6695417789757412,
+      "test_recall": 0.6247484909456741
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        31537,
+        2489,
+        25598,
+        5608,
+        16696,
+        5034,
+        30714,
+        160,
+        407,
+        25543,
+        5085,
+        20455,
+        18492,
+        7841,
+        20887,
+        23268
+      ],
+      "test_balanced_acc": 0.6991274521816353,
+      "test_accuracy": 0.6991194968553459,
+      "test_auc": 0.7760397310891014,
+      "test_f1": 0.6893506493506494,
+      "test_precision": 0.7126745435016112,
+      "test_recall": 0.6675050301810865
+    }
+  },
+  "51_just_is": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        2489
+      ],
+      "test_balanced_acc": 0.6583439995787508,
+      "test_accuracy": 0.6583647798742138,
+      "test_auc": 0.6583439995787509,
+      "test_f1": 0.6844795539033457,
+      "test_precision": 0.6360103626943006,
+      "test_recall": 0.7409456740442656
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        2489,
+        31537,
+        10648,
+        5608
+      ],
+      "test_balanced_acc": 0.6646398268827864,
+      "test_accuracy": 0.6646540880503145,
+      "test_auc": 0.7085720158900053,
+      "test_f1": 0.682694596524637,
+      "test_precision": 0.6479891549932218,
+      "test_recall": 0.721327967806841
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        2489,
+        31537,
+        10648,
+        5608,
+        11039,
+        23268,
+        5085,
+        3275,
+        3248,
+        25598,
+        15241,
+        20970,
+        11275,
+        31394,
+        1361,
+        5508
+      ],
+      "test_balanced_acc": 0.728551606569462,
+      "test_accuracy": 0.7285534591194969,
+      "test_auc": 0.8009483676087729,
+      "test_f1": 0.7305867665418228,
+      "test_precision": 0.7253346554288548,
+      "test_recall": 0.7359154929577465
+    }
+  },
+  "52_virtue_is": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        3222
+      ],
+      "test_balanced_acc": 0.7007023886685089,
+      "test_accuracy": 0.7006570302233903,
+      "test_auc": 0.7007023886685089,
+      "test_f1": 0.6382978723404256,
+      "test_precision": 0.8065810593900482,
+      "test_recall": 0.5281135049921177
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        3222,
+        12267,
+        23964,
+        28705
+      ],
+      "test_balanced_acc": 0.7973908594156219,
+      "test_accuracy": 0.7973718791064389,
+      "test_auc": 0.8466992456981699,
+      "test_f1": 0.7816482582837723,
+      "test_precision": 0.8476658476658476,
+      "test_recall": 0.7251707829742512
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        3222,
+        12267,
+        23964,
+        28705,
+        25055,
+        23858,
+        23600,
+        4882,
+        2574,
+        12108,
+        19199,
+        19492,
+        25157,
+        26768,
+        30865,
+        30714
+      ],
+      "test_balanced_acc": 0.8352199167510704,
+      "test_accuracy": 0.8352168199737188,
+      "test_auc": 0.9204420437485116,
+      "test_f1": 0.833289018877958,
+      "test_precision": 0.8433799784714747,
+      "test_recall": 0.8234366789280084
+    }
+  },
+  "54_cs_tf": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        5713
+      ],
+      "test_balanced_acc": 0.5281328129825759,
+      "test_accuracy": 0.5280503144654088,
+      "test_auc": 0.5281328129825759,
+      "test_f1": 0.29790419161676646,
+      "test_precision": 0.5818713450292398,
+      "test_recall": 0.20020120724346077
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        5713,
+        10969,
+        24729,
+        21997
+      ],
+      "test_balanced_acc": 0.5285760866153134,
+      "test_accuracy": 0.5285534591194968,
+      "test_auc": 0.5405332093213534,
+      "test_f1": 0.4820342730790492,
+      "test_precision": 0.5349693251533743,
+      "test_recall": 0.4386317907444668
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        5713,
+        10969,
+        24729,
+        21997,
+        17322,
+        1096,
+        12104,
+        18492,
+        8731,
+        14067,
+        23439,
+        21599,
+        22709,
+        1944,
+        18973,
+        6475
+      ],
+      "test_balanced_acc": 0.5376237039752354,
+      "test_accuracy": 0.5376100628930818,
+      "test_auc": 0.5640519007350596,
+      "test_f1": 0.5111702127659574,
+      "test_precision": 0.5423250564334086,
+      "test_recall": 0.4834004024144869
+    }
+  },
+  "56_wikidatasex_or_gender": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        21661
+      ],
+      "test_balanced_acc": 0.981386937629805,
+      "test_accuracy": 0.9813836477987421,
+      "test_auc": 0.9813869376298049,
+      "test_f1": 0.9811416921508664,
+      "test_precision": 0.9943181818181818,
+      "test_recall": 0.9683098591549296
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        21661,
+        17781,
+        13489,
+        6230
+      ],
+      "test_balanced_acc": 0.9856614523578309,
+      "test_accuracy": 0.9856603773584905,
+      "test_auc": 0.9936535417841726,
+      "test_f1": 0.9856024248547613,
+      "test_precision": 0.9898528665651953,
+      "test_recall": 0.9813883299798792
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        21661,
+        17781,
+        13489,
+        6230,
+        6883,
+        29105,
+        17891,
+        26461,
+        15529,
+        9425,
+        31590,
+        17047,
+        13243,
+        15393,
+        12930,
+        3976
+      ],
+      "test_balanced_acc": 0.9796227035084184,
+      "test_accuracy": 0.979622641509434,
+      "test_auc": 0.997691989885969,
+      "test_f1": 0.979622641509434,
+      "test_precision": 0.9798691494715652,
+      "test_recall": 0.9793762575452716
+    }
+  },
+  "57_wikidatais_alive": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        17047
+      ],
+      "test_balanced_acc": 0.8178235239317131,
+      "test_accuracy": 0.8178616352201258,
+      "test_auc": 0.8178235239317131,
+      "test_f1": 0.8418523372651813,
+      "test_precision": 0.7440154440154441,
+      "test_recall": 0.9693158953722334
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        17047,
+        5547,
+        6883,
+        18738
+      ],
+      "test_balanced_acc": 0.891066454084345,
+      "test_accuracy": 0.8910691823899372,
+      "test_auc": 0.9536585390551665,
+      "test_f1": 0.8922617566558846,
+      "test_precision": 0.8828163466272771,
+      "test_recall": 0.9019114688128773
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        17047,
+        5547,
+        6883,
+        18738,
+        23208,
+        19218,
+        13243,
+        25279,
+        26735,
+        29051,
+        21036,
+        19321,
+        6230,
+        29105,
+        11092,
+        6601
+      ],
+      "test_balanced_acc": 0.9572337143140677,
+      "test_accuracy": 0.9572327044025157,
+      "test_auc": 0.9898747036825888,
+      "test_f1": 0.9570707070707071,
+      "test_precision": 0.9609533468559838,
+      "test_recall": 0.9532193158953722
+    }
+  },
+  "58_wikidatapolitical_party": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        11440
+      ],
+      "test_balanced_acc": 0.8496696938746211,
+      "test_accuracy": 0.8496202531645569,
+      "test_auc": 0.849669693874621,
+      "test_f1": 0.833426808749299,
+      "test_precision": 0.9345911949685535,
+      "test_recall": 0.7520242914979757
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        11440,
+        17781,
+        5285,
+        30706
+      ],
+      "test_balanced_acc": 0.8607653544663623,
+      "test_accuracy": 0.8607594936708861,
+      "test_auc": 0.9188545217380604,
+      "test_f1": 0.8591909882232462,
+      "test_precision": 0.8694300518134715,
+      "test_recall": 0.8491902834008097
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        11440,
+        17781,
+        5285,
+        30706,
+        13489,
+        11123,
+        28512,
+        18966,
+        22969,
+        6859,
+        16628,
+        28418,
+        3342,
+        3639,
+        6798,
+        5511
+      ],
+      "test_balanced_acc": 0.861782114861622,
+      "test_accuracy": 0.8617721518987341,
+      "test_auc": 0.9354549425938004,
+      "test_f1": 0.8590604026845637,
+      "test_precision": 0.8767123287671232,
+      "test_recall": 0.8421052631578947
+    }
+  },
+  "59_wikidata_occupation_isjournalist": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        6883
+      ],
+      "test_balanced_acc": 0.7179137072070556,
+      "test_accuracy": 0.717948717948718,
+      "test_auc": 0.7179137072070555,
+      "test_f1": 0.7274529236868187,
+      "test_precision": 0.7044145873320538,
+      "test_recall": 0.7520491803278688
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        6883,
+        717,
+        20252,
+        31619
+      ],
+      "test_balanced_acc": 0.8390572928939307,
+      "test_accuracy": 0.838974358974359,
+      "test_auc": 0.8801103275322314,
+      "test_f1": 0.8249721293199554,
+      "test_precision": 0.9046454767726161,
+      "test_recall": 0.7581967213114754
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        6883,
+        717,
+        20252,
+        31619,
+        25666,
+        4706,
+        31776,
+        8344,
+        1862,
+        6405,
+        913,
+        32565,
+        2273,
+        10743,
+        30352,
+        24935
+      ],
+      "test_balanced_acc": 0.8616108997879288,
+      "test_accuracy": 0.8615384615384616,
+      "test_auc": 0.895180428855152,
+      "test_f1": 0.8511576626240352,
+      "test_precision": 0.9212410501193318,
+      "test_recall": 0.7909836065573771
+    }
+  },
+  "60_wikidata_occupation_isathlete": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        32390
+      ],
+      "test_balanced_acc": 0.8216560911569664,
+      "test_accuracy": 0.8215384615384616,
+      "test_auc": 0.8216560911569664,
+      "test_f1": 0.7986111111111112,
+      "test_precision": 0.9175531914893617,
+      "test_recall": 0.7069672131147541
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        32390,
+        9526,
+        22727,
+        26175
+      ],
+      "test_balanced_acc": 0.8657092604436665,
+      "test_accuracy": 0.8656410256410256,
+      "test_auc": 0.8921739825630324,
+      "test_f1": 0.8562019758507134,
+      "test_precision": 0.9219858156028369,
+      "test_recall": 0.7991803278688525
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        32390,
+        9526,
+        22727,
+        26175,
+        1862,
+        7841,
+        25279,
+        15529,
+        31776,
+        27322,
+        11485,
+        6883,
+        4524,
+        11092,
+        7369,
+        1944
+      ],
+      "test_balanced_acc": 0.8810865284276432,
+      "test_accuracy": 0.8810256410256411,
+      "test_auc": 0.9237974214831521,
+      "test_f1": 0.8736383442265795,
+      "test_precision": 0.9325581395348838,
+      "test_recall": 0.8217213114754098
+    }
+  },
+  "61_wikidata_occupation_isactor": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        13243
+      ],
+      "test_balanced_acc": 0.8185065809405191,
+      "test_accuracy": 0.8184615384615385,
+      "test_auc": 0.8185065809405192,
+      "test_f1": 0.8102893890675241,
+      "test_precision": 0.849438202247191,
+      "test_recall": 0.7745901639344263
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        13243,
+        20652,
+        1862,
+        10585
+      ],
+      "test_balanced_acc": 0.8564711179183357,
+      "test_accuracy": 0.8564102564102564,
+      "test_auc": 0.896895092065843,
+      "test_f1": 0.8474945533769063,
+      "test_precision": 0.9046511627906977,
+      "test_recall": 0.7971311475409836
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        13243,
+        20652,
+        1862,
+        10585,
+        2453,
+        9431,
+        25279,
+        30359,
+        21036,
+        8646,
+        11000,
+        5230,
+        913,
+        21889,
+        31776,
+        30299
+      ],
+      "test_balanced_acc": 0.8656840138687851,
+      "test_accuracy": 0.8656410256410256,
+      "test_auc": 0.9144077995085333,
+      "test_f1": 0.8598930481283422,
+      "test_precision": 0.8993288590604027,
+      "test_recall": 0.8237704918032787
+    }
+  },
+  "62_wikidata_occupation_ispolitician": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        6230
+      ],
+      "test_balanced_acc": 0.7281175312215976,
+      "test_accuracy": 0.7282051282051282,
+      "test_auc": 0.7281175312215975,
+      "test_f1": 0.7497639282341831,
+      "test_precision": 0.6952714535901926,
+      "test_recall": 0.8135245901639344
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        6230,
+        22112,
+        29105,
+        17891
+      ],
+      "test_balanced_acc": 0.7723558420574275,
+      "test_accuracy": 0.7723076923076924,
+      "test_auc": 0.8539422526677214,
+      "test_f1": 0.7612903225806451,
+      "test_precision": 0.8009049773755657,
+      "test_recall": 0.7254098360655737
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        6230,
+        22112,
+        29105,
+        17891,
+        17047,
+        18990,
+        16438,
+        5034,
+        13243,
+        25279,
+        3976,
+        686,
+        11092,
+        15529,
+        30299,
+        29608
+      ],
+      "test_balanced_acc": 0.86050636213687,
+      "test_accuracy": 0.8605128205128205,
+      "test_auc": 0.9362355673746928,
+      "test_f1": 0.8615071283095723,
+      "test_precision": 0.8562753036437247,
+      "test_recall": 0.8668032786885246
+    }
+  },
+  "63_wikidata_occupation_issinger": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        32004
+      ],
+      "test_balanced_acc": 0.8226912007271013,
+      "test_accuracy": 0.8225641025641026,
+      "test_auc": 0.8226912007271013,
+      "test_f1": 0.7976608187134503,
+      "test_precision": 0.9291553133514986,
+      "test_recall": 0.6987704918032787
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        32004,
+        11092,
+        29621,
+        30299
+      ],
+      "test_balanced_acc": 0.8595343690039385,
+      "test_accuracy": 0.8594871794871795,
+      "test_auc": 0.8874444575352609,
+      "test_f1": 0.8528464017185822,
+      "test_precision": 0.8961625282167043,
+      "test_recall": 0.8135245901639344
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        32004,
+        11092,
+        29621,
+        30299,
+        6317,
+        25951,
+        13243,
+        7841,
+        15989,
+        21530,
+        21574,
+        15568,
+        237,
+        16696,
+        5547,
+        5086
+      ],
+      "test_balanced_acc": 0.8626270744269028,
+      "test_accuracy": 0.8625641025641025,
+      "test_auc": 0.9117400780960716,
+      "test_f1": 0.8537117903930131,
+      "test_precision": 0.9135514018691588,
+      "test_recall": 0.8012295081967213
+    }
+  },
+  "64_wikidata_occupation_isresearcher": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        22162
+      ],
+      "test_balanced_acc": 0.8781296326799539,
+      "test_accuracy": 0.8780748663101604,
+      "test_auc": 0.8781296326799539,
+      "test_f1": 0.8716216216216216,
+      "test_precision": 0.9214285714285714,
+      "test_recall": 0.8269230769230769
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        22162,
+        13513,
+        15428,
+        2317
+      ],
+      "test_balanced_acc": 0.8813347608850821,
+      "test_accuracy": 0.881283422459893,
+      "test_auc": 0.919917549735537,
+      "test_f1": 0.8754208754208754,
+      "test_precision": 0.9219858156028369,
+      "test_recall": 0.8333333333333334
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        22162,
+        13513,
+        15428,
+        2317,
+        30359,
+        6405,
+        18823,
+        31590,
+        30477,
+        7841,
+        6883,
+        25279,
+        19218,
+        1441,
+        4080,
+        5547
+      ],
+      "test_balanced_acc": 0.8952144988012225,
+      "test_accuracy": 0.895187165775401,
+      "test_auc": 0.9503582605831,
+      "test_f1": 0.8925438596491229,
+      "test_precision": 0.9166666666666666,
+      "test_recall": 0.8696581196581197
+    }
+  },
+  "65_high-school": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        20101
+      ],
+      "test_balanced_acc": 0.9834533456897019,
+      "test_accuracy": 0.983448275862069,
+      "test_auc": 0.9834533456897019,
+      "test_f1": 0.983271375464684,
+      "test_precision": 0.9943609022556391,
+      "test_recall": 0.9724264705882353
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        20101,
+        17589,
+        11676,
+        27610
+      ],
+      "test_balanced_acc": 0.983451231803669,
+      "test_accuracy": 0.983448275862069,
+      "test_auc": 0.9956969735916446,
+      "test_f1": 0.9833487511563367,
+      "test_precision": 0.9897579143389199,
+      "test_recall": 0.9770220588235294
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        20101,
+        17589,
+        11676,
+        27610,
+        7798,
+        18659,
+        13513,
+        2230,
+        8902,
+        5176,
+        15529,
+        25715,
+        21889,
+        5034,
+        11807,
+        22000
+      ],
+      "test_balanced_acc": 0.9829895590941069,
+      "test_accuracy": 0.9829885057471265,
+      "test_auc": 0.9973893507494994,
+      "test_f1": 0.9829571625978811,
+      "test_precision": 0.9852262234533703,
+      "test_recall": 0.9806985294117647
+    }
+  },
+  "66_living-room": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        17589
+      ],
+      "test_balanced_acc": 0.9613143991482538,
+      "test_accuracy": 0.9612995699952221,
+      "test_auc": 0.9613143991482539,
+      "test_f1": 0.9600788565795959,
+      "test_precision": 0.9918533604887984,
+      "test_recall": 0.9302769818529131
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        17589,
+        3469,
+        11807,
+        14645
+      ],
+      "test_balanced_acc": 0.9880570180484713,
+      "test_accuracy": 0.9880554228380315,
+      "test_auc": 0.9975355244246971,
+      "test_f1": 0.9880210828941064,
+      "test_precision": 0.9913461538461539,
+      "test_recall": 0.9847182425978988
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        17589,
+        3469,
+        11807,
+        14645,
+        17546,
+        23365,
+        30035,
+        32329,
+        14284,
+        28837,
+        27888,
+        28156,
+        913,
+        1827,
+        25889,
+        13513
+      ],
+      "test_balanced_acc": 0.98805884426231,
+      "test_accuracy": 0.9880554228380315,
+      "test_auc": 0.9990590433196185,
+      "test_f1": 0.987974987974988,
+      "test_precision": 0.9951550387596899,
+      "test_recall": 0.9808978032473734
+    }
+  },
+  "67_social-security": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        10706
+      ],
+      "test_balanced_acc": 0.9940257352941176,
+      "test_accuracy": 0.9940229885057471,
+      "test_auc": 0.9940257352941176,
+      "test_f1": 0.9939898289412853,
+      "test_precision": 1.0,
+      "test_recall": 0.9880514705882353
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        10706,
+        23338,
+        20068,
+        13869
+      ],
+      "test_balanced_acc": 0.9940257352941176,
+      "test_accuracy": 0.9940229885057471,
+      "test_auc": 0.9998279296769306,
+      "test_f1": 0.9939898289412853,
+      "test_precision": 1.0,
+      "test_recall": 0.9880514705882353
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        10706,
+        23338,
+        20068,
+        13869,
+        17589,
+        20248,
+        4016,
+        23603,
+        28584,
+        5963,
+        8061,
+        1275,
+        29471,
+        8344,
+        477,
+        21870
+      ],
+      "test_balanced_acc": 0.996782242680881,
+      "test_accuracy": 0.9967816091954023,
+      "test_auc": 0.9979647505276259,
+      "test_f1": 0.9967786470317533,
+      "test_precision": 0.9981566820276497,
+      "test_recall": 0.9954044117647058
+    }
+  },
+  "68_credit-card": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        17589
+      ],
+      "test_balanced_acc": 0.9457703677147031,
+      "test_accuracy": 0.9457471264367816,
+      "test_auc": 0.9457703677147031,
+      "test_f1": 0.9428848015488868,
+      "test_precision": 0.9959100204498977,
+      "test_recall": 0.8952205882352942
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        17589,
+        12572,
+        17350,
+        9792
+      ],
+      "test_balanced_acc": 0.9733430515720547,
+      "test_accuracy": 0.9733333333333334,
+      "test_auc": 0.9855097340224037,
+      "test_f1": 0.9727699530516432,
+      "test_precision": 0.9942418426103646,
+      "test_recall": 0.9522058823529411
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        17589,
+        12572,
+        17350,
+        9792,
+        13513,
+        15529,
+        18463,
+        17355,
+        18259,
+        7798,
+        31111,
+        26510,
+        24265,
+        1209,
+        8061,
+        6859
+      ],
+      "test_balanced_acc": 0.9770190993830835,
+      "test_accuracy": 0.9770114942528736,
+      "test_auc": 0.9915495291953028,
+      "test_f1": 0.9766355140186916,
+      "test_precision": 0.9933460076045627,
+      "test_recall": 0.9604779411764706
+    }
+  },
+  "69_blood-pressure": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        7165
+      ],
+      "test_balanced_acc": 0.9825367647058824,
+      "test_accuracy": 0.9825287356321839,
+      "test_auc": 0.9825367647058824,
+      "test_f1": 0.9822263797942001,
+      "test_precision": 1.0,
+      "test_recall": 0.9650735294117647
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        7165,
+        17589,
+        23742,
+        3334
+      ],
+      "test_balanced_acc": 0.9963209927485254,
+      "test_accuracy": 0.9963218390804598,
+      "test_auc": 0.9998727440608258,
+      "test_f1": 0.9963302752293578,
+      "test_precision": 0.9945054945054945,
+      "test_recall": 0.9981617647058824
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        7165,
+        17589,
+        23742,
+        3334,
+        12440,
+        27595,
+        14093,
+        10727,
+        3399,
+        13412,
+        27604,
+        28057,
+        6203,
+        17350,
+        361,
+        17781
+      ],
+      "test_balanced_acc": 1.0,
+      "test_accuracy": 1.0,
+      "test_auc": 1.0,
+      "test_f1": 1.0,
+      "test_precision": 1.0,
+      "test_recall": 1.0
+    }
+  },
+  "70_prime-factors": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        27307
+      ],
+      "test_balanced_acc": 0.9995404411764706,
+      "test_accuracy": 0.9995402298850574,
+      "test_auc": 0.9995404411764706,
+      "test_f1": 0.9995402298850574,
+      "test_precision": 1.0,
+      "test_recall": 0.9990808823529411
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        27307,
+        11177,
+        6850,
+        12434
+      ],
+      "test_balanced_acc": 0.9995404411764706,
+      "test_accuracy": 0.9995402298850574,
+      "test_auc": 0.9999983088911737,
+      "test_f1": 0.9995402298850574,
+      "test_precision": 1.0,
+      "test_recall": 0.9990808823529411
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        27307,
+        11177,
+        6850,
+        12434,
+        15348,
+        17749,
+        29898,
+        21682,
+        31889,
+        23758,
+        2772,
+        23220,
+        3183,
+        31708,
+        7478,
+        7943
+      ],
+      "test_balanced_acc": 0.9986209007522052,
+      "test_accuracy": 0.9986206896551724,
+      "test_auc": 0.9999864711293901,
+      "test_f1": 0.9986206896551724,
+      "test_precision": 0.9990800367985281,
+      "test_recall": 0.9981617647058824
+    }
+  },
+  "71_social-media": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        10501
+      ],
+      "test_balanced_acc": 0.9765625,
+      "test_accuracy": 0.976551724137931,
+      "test_auc": 0.9765625,
+      "test_f1": 0.976,
+      "test_precision": 1.0,
+      "test_recall": 0.953125
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        10501,
+        17589,
+        23289,
+        5822
+      ],
+      "test_balanced_acc": 0.9926445221602901,
+      "test_accuracy": 0.9926436781609196,
+      "test_auc": 0.9967885843389795,
+      "test_f1": 0.992633517495396,
+      "test_precision": 0.9944649446494465,
+      "test_recall": 0.9908088235294118
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        10501,
+        17589,
+        23289,
+        5822,
+        23208,
+        18259,
+        11457,
+        24021,
+        11807,
+        3151,
+        17350,
+        8902,
+        10655,
+        15529,
+        23669,
+        6825
+      ],
+      "test_balanced_acc": 0.9972426470588236,
+      "test_accuracy": 0.9972413793103448,
+      "test_auc": 0.9985168975593918,
+      "test_f1": 0.9972350230414746,
+      "test_precision": 1.0,
+      "test_recall": 0.9944852941176471
+    }
+  },
+  "72_gene-expression": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        15445
+      ],
+      "test_balanced_acc": 0.8414327581308513,
+      "test_accuracy": 0.8413793103448276,
+      "test_auc": 0.8414327581308513,
+      "test_f1": 0.8205928237129485,
+      "test_precision": 0.9449101796407186,
+      "test_recall": 0.7251838235294118
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        15445,
+        279,
+        17350,
+        13513
+      ],
+      "test_balanced_acc": 0.9347105159911251,
+      "test_accuracy": 0.9347126436781609,
+      "test_auc": 0.9777023073488825,
+      "test_f1": 0.9350411710887465,
+      "test_precision": 0.930783242258652,
+      "test_recall": 0.9393382352941176
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        15445,
+        279,
+        17350,
+        13513,
+        29985,
+        17978,
+        26936,
+        10727,
+        13489,
+        31056,
+        29105,
+        13105,
+        525,
+        29617,
+        29727,
+        15529
+      ],
+      "test_balanced_acc": 0.9701219120352833,
+      "test_accuracy": 0.9701149425287356,
+      "test_auc": 0.9942231722495807,
+      "test_f1": 0.9696686887540831,
+      "test_precision": 0.9848341232227488,
+      "test_recall": 0.9549632352941176
+    }
+  },
+  "73_control-group": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        22816
+      ],
+      "test_balanced_acc": 0.9632293752367552,
+      "test_accuracy": 0.9632183908045977,
+      "test_auc": 0.9632293752367552,
+      "test_f1": 0.9623352165725048,
+      "test_precision": 0.9864864864864865,
+      "test_recall": 0.9393382352941176
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        22816,
+        13864,
+        14391,
+        5484
+      ],
+      "test_balanced_acc": 0.9687436583419016,
+      "test_accuracy": 0.968735632183908,
+      "test_auc": 0.9770643365441853,
+      "test_f1": 0.9681945743685687,
+      "test_precision": 0.9857142857142858,
+      "test_recall": 0.9512867647058824
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        22816,
+        13864,
+        14391,
+        5484,
+        32593,
+        20881,
+        4525,
+        32339,
+        18970,
+        13255,
+        5747,
+        13513,
+        7400,
+        17210,
+        16885,
+        25518
+      ],
+      "test_balanced_acc": 0.9747162319389577,
+      "test_accuracy": 0.9747126436781609,
+      "test_auc": 0.9930601121543373,
+      "test_f1": 0.9745252431681334,
+      "test_precision": 0.9822595704948646,
+      "test_recall": 0.9669117647058824
+    }
+  },
+  "74_magnetic-field": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        12440
+      ],
+      "test_balanced_acc": 0.937025643974241,
+      "test_accuracy": 0.9370114942528736,
+      "test_auc": 0.937025643974241,
+      "test_f1": 0.9350403034613561,
+      "test_precision": 0.9657198824681684,
+      "test_recall": 0.90625
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        12440,
+        25613,
+        8902,
+        361
+      ],
+      "test_balanced_acc": 0.9623085664808702,
+      "test_accuracy": 0.9622988505747126,
+      "test_auc": 0.9830106979544347,
+      "test_f1": 0.9615023474178404,
+      "test_precision": 0.982725527831094,
+      "test_recall": 0.9411764705882353
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        12440,
+        25613,
+        8902,
+        361,
+        212,
+        17781,
+        1,
+        1405,
+        17589,
+        9792,
+        16368,
+        27719,
+        10941,
+        30922,
+        15529,
+        9099
+      ],
+      "test_balanced_acc": 0.9613847982845392,
+      "test_accuracy": 0.9613793103448276,
+      "test_auc": 0.988804859570323,
+      "test_f1": 0.9609302325581396,
+      "test_precision": 0.972693032015066,
+      "test_recall": 0.9494485294117647
+    }
+  },
+  "75_cell-lines": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        13783
+      ],
+      "test_balanced_acc": 0.9678308823529411,
+      "test_accuracy": 0.967816091954023,
+      "test_auc": 0.9678308823529411,
+      "test_f1": 0.9667616334283001,
+      "test_precision": 1.0,
+      "test_recall": 0.9356617647058824
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        13783,
+        27225,
+        11807,
+        541
+      ],
+      "test_balanced_acc": 0.979773492883814,
+      "test_accuracy": 0.9797701149425287,
+      "test_auc": 0.9875817651117484,
+      "test_f1": 0.9796296296296296,
+      "test_precision": 0.9869402985074627,
+      "test_recall": 0.9724264705882353
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        13783,
+        27225,
+        11807,
+        541,
+        20080,
+        13592,
+        4133,
+        5034,
+        2171,
+        11364,
+        17553,
+        8666,
+        18259,
+        30823,
+        17589,
+        31715
+      ],
+      "test_balanced_acc": 0.9742520225661562,
+      "test_accuracy": 0.9742528735632184,
+      "test_auc": 0.9939225776557172,
+      "test_f1": 0.9743119266055046,
+      "test_precision": 0.9725274725274725,
+      "test_recall": 0.9761029411764706
+    }
+  },
+  "76_trial-court": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        13880
+      ],
+      "test_balanced_acc": 0.9696686948698523,
+      "test_accuracy": 0.9696551724137931,
+      "test_auc": 0.9696686948698523,
+      "test_f1": 0.96875,
+      "test_precision": 0.9990234375,
+      "test_recall": 0.9402573529411765
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        13880,
+        3880,
+        16827,
+        32128
+      ],
+      "test_balanced_acc": 0.970586966962498,
+      "test_accuracy": 0.9705747126436781,
+      "test_auc": 0.9773480200497862,
+      "test_f1": 0.9697828139754485,
+      "test_precision": 0.9970873786407767,
+      "test_recall": 0.9439338235294118
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        13880,
+        3880,
+        16827,
+        32128,
+        27875,
+        5304,
+        13513,
+        6414,
+        13255,
+        204,
+        2392,
+        4536,
+        20248,
+        17503,
+        5617,
+        15730
+      ],
+      "test_balanced_acc": 0.9664441731154283,
+      "test_accuracy": 0.9664367816091954,
+      "test_auc": 0.9883106330158558,
+      "test_f1": 0.9659037832788416,
+      "test_precision": 0.9819563152896487,
+      "test_recall": 0.9503676470588235
+    }
+  },
+  "77_second-derivative": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        14102
+      ],
+      "test_balanced_acc": 0.9480580151793928,
+      "test_accuracy": 0.9480459770114943,
+      "test_auc": 0.9480580151793928,
+      "test_f1": 0.9466729589428976,
+      "test_precision": 0.9728419010669254,
+      "test_recall": 0.921875
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        14102,
+        2930,
+        15426,
+        1329
+      ],
+      "test_balanced_acc": 0.9806888055360139,
+      "test_accuracy": 0.9806896551724138,
+      "test_auc": 0.9972654770279777,
+      "test_f1": 0.9807339449541285,
+      "test_precision": 0.9789377289377289,
+      "test_recall": 0.9825367647058824
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        14102,
+        2930,
+        15426,
+        1329,
+        9536,
+        20248,
+        13677,
+        8677,
+        21141,
+        23080,
+        19945,
+        31530,
+        400,
+        5876,
+        9770,
+        18834
+      ],
+      "test_balanced_acc": 0.9944810663455814,
+      "test_accuracy": 0.9944827586206897,
+      "test_auc": 0.9993210198062665,
+      "test_f1": 0.9945054945054945,
+      "test_precision": 0.9908759124087592,
+      "test_recall": 0.9981617647058824
+    }
+  },
+  "78_north-america": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        4376
+      ],
+      "test_balanced_acc": 0.9857536764705883,
+      "test_accuracy": 0.9857471264367816,
+      "test_auc": 0.9857536764705883,
+      "test_f1": 0.9855477855477855,
+      "test_precision": 1.0,
+      "test_recall": 0.9715073529411765
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        4376,
+        5663,
+        19598,
+        28951
+      ],
+      "test_balanced_acc": 0.9880514705882353,
+      "test_accuracy": 0.9880459770114942,
+      "test_auc": 0.9955908565127983,
+      "test_f1": 0.987906976744186,
+      "test_precision": 1.0,
+      "test_recall": 0.9761029411764706
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        4376,
+        5663,
+        19598,
+        28951,
+        22703,
+        17646,
+        3838,
+        23816,
+        13513,
+        26503,
+        11807,
+        4090,
+        17350,
+        17239,
+        26137,
+        24946
+      ],
+      "test_balanced_acc": 0.9894263420639645,
+      "test_accuracy": 0.9894252873563218,
+      "test_auc": 0.9986733251258185,
+      "test_f1": 0.9894058037770612,
+      "test_precision": 0.9916897506925207,
+      "test_recall": 0.9871323529411765
+    }
+  },
+  "79_human-rights": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        17589
+      ],
+      "test_balanced_acc": 0.9544990259213161,
+      "test_accuracy": 0.9544827586206897,
+      "test_auc": 0.9544990259213161,
+      "test_f1": 0.9528346831824679,
+      "test_precision": 0.9891196834817013,
+      "test_recall": 0.9191176470588235
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        17589,
+        800,
+        8061,
+        781
+      ],
+      "test_balanced_acc": 0.9760982906271984,
+      "test_accuracy": 0.9760919540229885,
+      "test_auc": 0.995106353834082,
+      "test_f1": 0.9757688723205965,
+      "test_precision": 0.9896030245746692,
+      "test_recall": 0.9623161764705882
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        17589,
+        800,
+        8061,
+        781,
+        18574,
+        20235,
+        25475,
+        12437,
+        1440,
+        27403,
+        18238,
+        15509,
+        13489,
+        11633,
+        21050,
+        9594
+      ],
+      "test_balanced_acc": 0.9770097982845392,
+      "test_accuracy": 0.9770114942528736,
+      "test_auc": 0.9976557003896315,
+      "test_f1": 0.9771062271062271,
+      "test_precision": 0.9735401459854015,
+      "test_recall": 0.9806985294117647
+    }
+  },
+  "80_side-effects": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        17589
+      ],
+      "test_balanced_acc": 0.9852936948698523,
+      "test_accuracy": 0.9852873563218391,
+      "test_auc": 0.9852936948698524,
+      "test_f1": 0.9850885368126747,
+      "test_precision": 0.999054820415879,
+      "test_recall": 0.9715073529411765
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        17589,
+        1665,
+        11807,
+        25325
+      ],
+      "test_balanced_acc": 0.9921870772227934,
+      "test_accuracy": 0.992183908045977,
+      "test_auc": 0.9933213884679907,
+      "test_f1": 0.992133271633503,
+      "test_precision": 0.9990680335507922,
+      "test_recall": 0.9852941176470589
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        17589,
+        1665,
+        11807,
+        25325,
+        15771,
+        15529,
+        13513,
+        16738,
+        28732,
+        7704,
+        7707,
+        13174,
+        1190,
+        20414,
+        15120,
+        18159
+      ],
+      "test_balanced_acc": 0.984827371611018,
+      "test_accuracy": 0.9848275862068966,
+      "test_auc": 0.9964786886465717,
+      "test_f1": 0.9848415250344511,
+      "test_precision": 0.9843893480257117,
+      "test_recall": 0.9852941176470589
+    }
+  },
+  "81_public-health": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        18423
+      ],
+      "test_balanced_acc": 0.893360791303642,
+      "test_accuracy": 0.8933333333333333,
+      "test_auc": 0.8933607913036419,
+      "test_f1": 0.8866080156402737,
+      "test_precision": 0.9467640918580376,
+      "test_recall": 0.8336397058823529
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        18423,
+        31017,
+        12488,
+        17589
+      ],
+      "test_balanced_acc": 0.9935657536933817,
+      "test_accuracy": 0.9935632183908046,
+      "test_auc": 0.9982556212457385,
+      "test_f1": 0.9935304990757856,
+      "test_precision": 0.9990706319702602,
+      "test_recall": 0.9880514705882353
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        18423,
+        31017,
+        12488,
+        17589,
+        781,
+        1225,
+        13513,
+        10163,
+        31612,
+        24420,
+        27610,
+        13489,
+        17978,
+        15529,
+        20075,
+        28780
+      ],
+      "test_balanced_acc": 0.9972413787272039,
+      "test_accuracy": 0.9972413793103448,
+      "test_auc": 0.9993692164078143,
+      "test_f1": 0.9972426470588235,
+      "test_precision": 0.9972426470588235,
+      "test_recall": 0.9972426470588235
+    }
+  },
+  "82_federal-government": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        7911
+      ],
+      "test_balanced_acc": 0.7780212504735105,
+      "test_accuracy": 0.7779310344827586,
+      "test_auc": 0.7780212504735105,
+      "test_f1": 0.7238421955403087,
+      "test_precision": 0.9576399394856279,
+      "test_recall": 0.5818014705882353
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        7911,
+        13255,
+        17402,
+        13513
+      ],
+      "test_balanced_acc": 0.92920468843011,
+      "test_accuracy": 0.9291954022988506,
+      "test_auc": 0.9626489021321499,
+      "test_f1": 0.9277673545966229,
+      "test_precision": 0.9473180076628352,
+      "test_recall": 0.9090073529411765
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        7911,
+        13255,
+        17402,
+        13513,
+        14792,
+        15380,
+        26223,
+        3034,
+        25549,
+        28511,
+        32339,
+        8902,
+        19332,
+        23491,
+        32413,
+        3248
+      ],
+      "test_balanced_acc": 0.9604686400779263,
+      "test_accuracy": 0.9604597701149425,
+      "test_auc": 0.9939741564749176,
+      "test_f1": 0.9597000937207123,
+      "test_precision": 0.9789674952198852,
+      "test_recall": 0.9411764705882353
+    }
+  },
+  "83_third-party": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        2633
+      ],
+      "test_balanced_acc": 0.9590992647058824,
+      "test_accuracy": 0.9590804597701149,
+      "test_auc": 0.9590992647058824,
+      "test_f1": 0.9573550551030187,
+      "test_precision": 1.0,
+      "test_recall": 0.9181985294117647
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        2633,
+        20294,
+        28156,
+        25127
+      ],
+      "test_balanced_acc": 0.9742621692191136,
+      "test_accuracy": 0.9742528735632184,
+      "test_auc": 0.9914827303966665,
+      "test_f1": 0.9737335834896811,
+      "test_precision": 0.9942528735632183,
+      "test_recall": 0.9540441176470589
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        2633,
+        20294,
+        28156,
+        25127,
+        4536,
+        18490,
+        17589,
+        18473,
+        17355,
+        29618,
+        28440,
+        13513,
+        31950,
+        32678,
+        566,
+        31338
+      ],
+      "test_balanced_acc": 0.972880956085286,
+      "test_accuracy": 0.9728735632183908,
+      "test_auc": 0.991663256263867,
+      "test_f1": 0.9724427837459131,
+      "test_precision": 0.9886039886039886,
+      "test_recall": 0.9568014705882353
+    }
+  },
+  "84_clinical-trials": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        31451
+      ],
+      "test_balanced_acc": 0.8560950944315169,
+      "test_accuracy": 0.8560919540229885,
+      "test_auc": 0.8560950944315168,
+      "test_f1": 0.8551596483109671,
+      "test_precision": 0.8611369990680335,
+      "test_recall": 0.8492647058823529
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        31451,
+        10135,
+        24270,
+        2404
+      ],
+      "test_balanced_acc": 0.8648267120785756,
+      "test_accuracy": 0.8648275862068966,
+      "test_auc": 0.9198752638129769,
+      "test_f1": 0.865137614678899,
+      "test_precision": 0.8635531135531136,
+      "test_recall": 0.8667279411764706
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        31451,
+        10135,
+        24270,
+        2404,
+        15529,
+        17042,
+        17589,
+        16455,
+        4536,
+        23418,
+        24343,
+        10270,
+        29278,
+        21264,
+        8683,
+        25137
+      ],
+      "test_balanced_acc": 0.9333445228367336,
+      "test_accuracy": 0.9333333333333333,
+      "test_auc": 0.9805725418042102,
+      "test_f1": 0.9317004239284032,
+      "test_precision": 0.9555555555555556,
+      "test_recall": 0.9090073529411765
+    }
+  },
+  "85_mental-health": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        17589
+      ],
+      "test_balanced_acc": 0.9604677945235132,
+      "test_accuracy": 0.9604597701149425,
+      "test_auc": 0.9604677945235132,
+      "test_f1": 0.9597754911131899,
+      "test_precision": 0.9771428571428571,
+      "test_recall": 0.9430147058823529
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        17589,
+        781,
+        32084,
+        8657
+      ],
+      "test_balanced_acc": 0.9802279783808647,
+      "test_accuracy": 0.9802298850574712,
+      "test_auc": 0.9958927194382813,
+      "test_f1": 0.9803203661327231,
+      "test_precision": 0.9762989972652689,
+      "test_recall": 0.984375
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        17589,
+        781,
+        32084,
+        8657,
+        6937,
+        14214,
+        8902,
+        70,
+        18423,
+        26426,
+        28057,
+        20663,
+        27579,
+        23238,
+        3671,
+        10655
+      ],
+      "test_balanced_acc": 0.9852860848801341,
+      "test_accuracy": 0.9852873563218391,
+      "test_auc": 0.9974227501488175,
+      "test_f1": 0.9853345554537122,
+      "test_precision": 0.9826325411334552,
+      "test_recall": 0.9880514705882353
+    }
+  },
+  "87_glue_cola": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        15394
+      ],
+      "test_balanced_acc": 0.6673789592107249,
+      "test_accuracy": 0.6674213836477988,
+      "test_auc": 0.6673789592107248,
+      "test_f1": 0.7154541541110633,
+      "test_precision": 0.6252821670428894,
+      "test_recall": 0.8360160965794768
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        15394,
+        9902,
+        15241,
+        13741
+      ],
+      "test_balanced_acc": 0.7036342362175063,
+      "test_accuracy": 0.7036477987421383,
+      "test_auc": 0.7501603734131006,
+      "test_f1": 0.718854415274463,
+      "test_precision": 0.6839237057220708,
+      "test_recall": 0.7575452716297787
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        15394,
+        9902,
+        15241,
+        13741,
+        22609,
+        29853,
+        2024,
+        26442,
+        22775,
+        30120,
+        23268,
+        23528,
+        21746,
+        31319,
+        27334,
+        22093
+      ],
+      "test_balanced_acc": 0.711684930924247,
+      "test_accuracy": 0.7116981132075472,
+      "test_auc": 0.7829769254682599,
+      "test_f1": 0.7260994263862333,
+      "test_precision": 0.691712204007286,
+      "test_recall": 0.7640845070422535
+    }
+  },
+  "89_glue_mrpc": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        5773
+      ],
+      "test_balanced_acc": 0.662348581738947,
+      "test_accuracy": 0.6625091709464417,
+      "test_auc": 0.662348581738947,
+      "test_f1": 0.7232250300842359,
+      "test_precision": 0.613265306122449,
+      "test_recall": 0.8812316715542522
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        5773,
+        17840,
+        13467,
+        20844
+      ],
+      "test_balanced_acc": 0.6639752649415858,
+      "test_accuracy": 0.6639765223771094,
+      "test_auc": 0.726999280857459,
+      "test_f1": 0.664714494875549,
+      "test_precision": 0.6637426900584795,
+      "test_recall": 0.6656891495601173
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        5773,
+        17840,
+        13467,
+        20844,
+        2191,
+        11534,
+        29858,
+        11829,
+        6636,
+        26556,
+        21276,
+        29031,
+        16696,
+        28760,
+        27526,
+        12453
+      ],
+      "test_balanced_acc": 0.6837699863492105,
+      "test_accuracy": 0.6837857666911226,
+      "test_auc": 0.7525482191533064,
+      "test_f1": 0.6905958363244795,
+      "test_precision": 0.6765119549929677,
+      "test_recall": 0.7052785923753666
+    }
+  },
+  "90_glue_qnli": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        29211
+      ],
+      "test_balanced_acc": 0.7079001436905277,
+      "test_accuracy": 0.7079245283018868,
+      "test_auc": 0.7079001436905278,
+      "test_f1": 0.7337766567301077,
+      "test_precision": 0.67425200168563,
+      "test_recall": 0.8048289738430584
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        29211,
+        9523,
+        12472,
+        16725
+      ],
+      "test_balanced_acc": 0.7396097774366379,
+      "test_accuracy": 0.7396226415094339,
+      "test_auc": 0.8092399388783633,
+      "test_f1": 0.7523330940416367,
+      "test_precision": 0.717480602464628,
+      "test_recall": 0.7907444668008048
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        29211,
+        9523,
+        12472,
+        16725,
+        20628,
+        31125,
+        17840,
+        21871,
+        1345,
+        26518,
+        24724,
+        26745,
+        23674,
+        23325,
+        31147,
+        26354
+      ],
+      "test_balanced_acc": 0.7599917572875603,
+      "test_accuracy": 0.76,
+      "test_auc": 0.833027986742802,
+      "test_f1": 0.7676570871894788,
+      "test_precision": 0.7440982058545798,
+      "test_recall": 0.7927565392354124
+    }
+  },
+  "91_glue_qqp": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        21276
+      ],
+      "test_balanced_acc": 0.7036551214686204,
+      "test_accuracy": 0.7036477987421383,
+      "test_auc": 0.7036551214686205,
+      "test_f1": 0.694818652849741,
+      "test_precision": 0.7163461538461539,
+      "test_recall": 0.6745472837022133
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        21276,
+        9025,
+        1106,
+        16209
+      ],
+      "test_balanced_acc": 0.7786176039629827,
+      "test_accuracy": 0.7786163522012579,
+      "test_auc": 0.8416373935611657,
+      "test_f1": 0.7775530839231547,
+      "test_precision": 0.7815040650406504,
+      "test_recall": 0.7736418511066399
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        21276,
+        9025,
+        1106,
+        16209,
+        14934,
+        30865,
+        19492,
+        7671,
+        14466,
+        12453,
+        12222,
+        13467,
+        23600,
+        13677,
+        4994,
+        23320
+      ],
+      "test_balanced_acc": 0.7891823765947472,
+      "test_accuracy": 0.7891823899371069,
+      "test_auc": 0.8636995602199002,
+      "test_f1": 0.7892354124748491,
+      "test_precision": 0.7892354124748491,
+      "test_recall": 0.7892354124748491
+    }
+  },
+  "92_glue_sst2": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        27644
+      ],
+      "test_balanced_acc": 0.7121426343668452,
+      "test_accuracy": 0.7122012578616352,
+      "test_auc": 0.7121426343668452,
+      "test_f1": 0.766625866993064,
+      "test_precision": 0.6448181194234729,
+      "test_recall": 0.9451710261569416
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        27644,
+        12591,
+        11910,
+        20530
+      ],
+      "test_balanced_acc": 0.8112941615470377,
+      "test_accuracy": 0.8113207547169812,
+      "test_auc": 0.8386158673227082,
+      "test_f1": 0.8293903548680619,
+      "test_precision": 0.7570598006644518,
+      "test_recall": 0.9170020120724346
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        27644,
+        12591,
+        11910,
+        20530,
+        23889,
+        8949,
+        13174,
+        15869,
+        17920,
+        16003,
+        1944,
+        3608,
+        25052,
+        4743,
+        19069,
+        27404
+      ],
+      "test_balanced_acc": 0.8598666736199785,
+      "test_accuracy": 0.859874213836478,
+      "test_auc": 0.9287242073477604,
+      "test_f1": 0.863980463980464,
+      "test_precision": 0.8395823445657332,
+      "test_recall": 0.8898390342052314
+    }
+  },
+  "94_ai_gen": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        15241
+      ],
+      "test_balanced_acc": 0.7520044777978389,
+      "test_accuracy": 0.7519496855345912,
+      "test_auc": 0.7520044777978387,
+      "test_f1": 0.6829581993569132,
+      "test_precision": 0.946524064171123,
+      "test_recall": 0.53420523138833
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        15241,
+        12648,
+        32706,
+        31753
+      ],
+      "test_balanced_acc": 0.8656706216159564,
+      "test_accuracy": 0.8656603773584906,
+      "test_auc": 0.9201627733183196,
+      "test_f1": 0.8599895123230205,
+      "test_precision": 0.8981380065717415,
+      "test_recall": 0.8249496981891348
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        15241,
+        12648,
+        32706,
+        31753,
+        24343,
+        6230,
+        19351,
+        24082,
+        26821,
+        9681,
+        14155,
+        5085,
+        19760,
+        12756,
+        24118,
+        7004
+      ],
+      "test_balanced_acc": 0.8910691122072141,
+      "test_accuracy": 0.8910691823899372,
+      "test_auc": 0.9616227814800226,
+      "test_f1": 0.8911239627860196,
+      "test_precision": 0.8908999497234792,
+      "test_recall": 0.8913480885311871
+    }
+  },
+  "95_toxic_is": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        948
+      ],
+      "test_balanced_acc": 0.7197959183673469,
+      "test_accuracy": 0.7171717171717171,
+      "test_auc": 0.7197959183673468,
+      "test_f1": 0.6216216216216216,
+      "test_precision": 0.9583333333333334,
+      "test_recall": 0.46
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        948,
+        6605,
+        21194,
+        31537
+      ],
+      "test_balanced_acc": 0.7769387755102041,
+      "test_accuracy": 0.7777777777777778,
+      "test_auc": 0.8453061224489795,
+      "test_f1": 0.7962962962962963,
+      "test_precision": 0.7413793103448276,
+      "test_recall": 0.86
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        948,
+        6605,
+        21194,
+        31537,
+        23418,
+        6475,
+        1393,
+        15635,
+        28418,
+        32706,
+        12479,
+        18946,
+        20690,
+        32360,
+        685,
+        7959
+      ],
+      "test_balanced_acc": 0.7885714285714285,
+      "test_accuracy": 0.7878787878787878,
+      "test_auc": 0.8485714285714285,
+      "test_f1": 0.7741935483870968,
+      "test_precision": 0.8372093023255814,
+      "test_recall": 0.72
+    }
+  },
+  "96_spam_is": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        7732
+      ],
+      "test_balanced_acc": 0.8700127295871977,
+      "test_accuracy": 0.8699360341151386,
+      "test_auc": 0.8700127295871976,
+      "test_f1": 0.8653421633554084,
+      "test_precision": 0.8990825688073395,
+      "test_recall": 0.8340425531914893
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        7732,
+        12371,
+        4298,
+        29777
+      ],
+      "test_balanced_acc": 0.9296781232951445,
+      "test_accuracy": 0.929637526652452,
+      "test_auc": 0.983296963084197,
+      "test_f1": 0.928416485900217,
+      "test_precision": 0.9469026548672567,
+      "test_recall": 0.9106382978723404
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        7732,
+        12371,
+        4298,
+        29777,
+        17384,
+        5399,
+        11022,
+        14189,
+        19303,
+        4068,
+        8017,
+        27115,
+        5608,
+        28320,
+        5284,
+        4846
+      ],
+      "test_balanced_acc": 0.9552373158756138,
+      "test_accuracy": 0.9552238805970149,
+      "test_auc": 0.9928714311693033,
+      "test_f1": 0.9550321199143469,
+      "test_precision": 0.9612068965517241,
+      "test_recall": 0.948936170212766
+    }
+  },
+  "100_news_fake": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        2096
+      ],
+      "test_balanced_acc": 0.9570592459735923,
+      "test_accuracy": 0.9570405727923628,
+      "test_auc": 0.9570592459735924,
+      "test_f1": 0.9553128103277061,
+      "test_precision": 0.9958592132505176,
+      "test_recall": 0.9179389312977099
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        2096,
+        15362,
+        15241,
+        24729
+      ],
+      "test_balanced_acc": 0.9813899399957713,
+      "test_accuracy": 0.9813842482100239,
+      "test_auc": 0.9950289631590077,
+      "test_f1": 0.9811685176243361,
+      "test_precision": 0.9931573802541545,
+      "test_recall": 0.9694656488549618
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        2096,
+        15362,
+        15241,
+        24729,
+        13729,
+        22093,
+        29588,
+        3247,
+        17721,
+        1999,
+        15133,
+        26936,
+        7470,
+        9673,
+        23261,
+        23492
+      ],
+      "test_balanced_acc": 0.9942725307494331,
+      "test_accuracy": 0.9942720763723151,
+      "test_auc": 0.9993069074126729,
+      "test_f1": 0.994269340974212,
+      "test_precision": 0.9952198852772467,
+      "test_recall": 0.9933206106870229
+    }
+  },
+  "105_click_bait": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        31172
+      ],
+      "test_balanced_acc": 0.961104614826314,
+      "test_accuracy": 0.9611147116007777,
+      "test_auc": 0.9611046148263139,
+      "test_f1": 0.9617346938775511,
+      "test_precision": 0.9472361809045227,
+      "test_recall": 0.9766839378238342
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        31172,
+        24729,
+        5608,
+        23439
+      ],
+      "test_balanced_acc": 0.9630568604127605,
+      "test_accuracy": 0.9630589760207389,
+      "test_auc": 0.9723384273166537,
+      "test_f1": 0.9632020658489348,
+      "test_precision": 0.9601029601029601,
+      "test_recall": 0.966321243523316
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        31172,
+        24729,
+        5608,
+        23439,
+        12247,
+        29054,
+        5640,
+        15884,
+        15992,
+        1080,
+        24930,
+        16696,
+        8642,
+        24343,
+        22093,
+        7841
+      ],
+      "test_balanced_acc": 0.9714849499002036,
+      "test_accuracy": 0.9714841218405703,
+      "test_auc": 0.9897305497873027,
+      "test_f1": 0.9714656290531777,
+      "test_precision": 0.9727272727272728,
+      "test_recall": 0.9702072538860104
+    }
+  },
+  "106_hate_hate": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        23418
+      ],
+      "test_balanced_acc": 0.5738621462038461,
+      "test_accuracy": 0.5738364779874214,
+      "test_auc": 0.5738621462038461,
+      "test_f1": 0.5254901960784314,
+      "test_precision": 0.5929203539823009,
+      "test_recall": 0.47183098591549294
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        23418,
+        27644,
+        25217,
+        17673
+      ],
+      "test_balanced_acc": 0.5796231845020805,
+      "test_accuracy": 0.579622641509434,
+      "test_auc": 0.6143594075778274,
+      "test_f1": 0.5787748928661457,
+      "test_precision": 0.5800909550277918,
+      "test_recall": 0.5774647887323944
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        23418,
+        27644,
+        25217,
+        17673,
+        15157,
+        247,
+        15996,
+        12891,
+        21889,
+        5899,
+        12004,
+        32429,
+        20530,
+        3010,
+        31537,
+        21877
+      ],
+      "test_balanced_acc": 0.588446886654603,
+      "test_accuracy": 0.5884276729559749,
+      "test_auc": 0.6193447803074106,
+      "test_f1": 0.5544662309368191,
+      "test_precision": 0.6045130641330166,
+      "test_recall": 0.5120724346076458
+    }
+  },
+  "107_hate_offensive": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        9503
+      ],
+      "test_balanced_acc": 0.6893570785558849,
+      "test_accuracy": 0.6893081761006289,
+      "test_auc": 0.6893570785558848,
+      "test_f1": 0.614423977521074,
+      "test_precision": 0.8098765432098766,
+      "test_recall": 0.4949698189134809
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        9503,
+        26759,
+        32706,
+        26611
+      ],
+      "test_balanced_acc": 0.711216468412893,
+      "test_accuracy": 0.7111949685534591,
+      "test_auc": 0.7619057323305712,
+      "test_f1": 0.6842684268426843,
+      "test_precision": 0.7548543689320388,
+      "test_recall": 0.6257545271629779
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        9503,
+        26759,
+        32706,
+        26611,
+        3639,
+        25715,
+        3733,
+        15996,
+        21661,
+        298,
+        15241,
+        1944,
+        21889,
+        20530,
+        5595,
+        13614
+      ],
+      "test_balanced_acc": 0.7220241428439789,
+      "test_accuracy": 0.7220125786163522,
+      "test_auc": 0.785214432037621,
+      "test_f1": 0.708673872923807,
+      "test_precision": 0.7445983379501385,
+      "test_recall": 0.676056338028169
+    }
+  },
+  "110_aimade_humangpt3": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        24729
+      ],
+      "test_balanced_acc": 0.7624667228332248,
+      "test_accuracy": 0.7625157232704403,
+      "test_auc": 0.7624667228332249,
+      "test_f1": 0.8012631578947368,
+      "test_precision": 0.6889934829833454,
+      "test_recall": 0.9572434607645876
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        24729,
+        11196,
+        16154,
+        13301
+      ],
+      "test_balanced_acc": 0.7798295814139999,
+      "test_accuracy": 0.779874213836478,
+      "test_auc": 0.7876621834681972,
+      "test_f1": 0.8130741294595172,
+      "test_precision": 0.7066468622354252,
+      "test_recall": 0.9572434607645876
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        24729,
+        11196,
+        16154,
+        13301,
+        18492,
+        12104,
+        13729,
+        31172,
+        31511,
+        25007,
+        21997,
+        8932,
+        27334,
+        18229,
+        6158,
+        7458
+      ],
+      "test_balanced_acc": 0.7873913080901109,
+      "test_accuracy": 0.7874213836477988,
+      "test_auc": 0.8718274670671234,
+      "test_f1": 0.8101550213435184,
+      "test_precision": 0.7320341047503045,
+      "test_recall": 0.9069416498993964
+    }
+  },
+  "113_movie_sent": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        12591
+      ],
+      "test_balanced_acc": 0.7866247560855825,
+      "test_accuracy": 0.7866666666666666,
+      "test_auc": 0.7866247560855825,
+      "test_f1": 0.8171625700733075,
+      "test_precision": 0.7150943396226415,
+      "test_recall": 0.9532193158953722
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        12591,
+        20530,
+        23889,
+        11910
+      ],
+      "test_balanced_acc": 0.8578676386451574,
+      "test_accuracy": 0.8578616352201258,
+      "test_auc": 0.9258573585448272,
+      "test_f1": 0.8544189641844885,
+      "test_precision": 0.8758584257791865,
+      "test_recall": 0.8340040241448692
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        12591,
+        20530,
+        23889,
+        11910,
+        17920,
+        27644,
+        15869,
+        8265,
+        16003,
+        13582,
+        29251,
+        19069,
+        2822,
+        20265,
+        3608,
+        28752
+      ],
+      "test_balanced_acc": 0.8732031089405077,
+      "test_accuracy": 0.8732075471698113,
+      "test_auc": 0.94408663860364,
+      "test_f1": 0.8754325259515571,
+      "test_precision": 0.8605442176870748,
+      "test_recall": 0.8908450704225352
+    }
+  },
+  "114_nyc_borough_Manhattan": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        30706
+      ],
+      "test_balanced_acc": 0.5642062476857306,
+      "test_accuracy": 0.5641025641025641,
+      "test_auc": 0.5642062476857307,
+      "test_f1": 0.5153933865450399,
+      "test_precision": 0.5809768637532133,
+      "test_recall": 0.46311475409836067
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        30706,
+        2354,
+        13986,
+        13255
+      ],
+      "test_balanced_acc": 0.5888090349075976,
+      "test_accuracy": 0.5887179487179487,
+      "test_auc": 0.6170641599622985,
+      "test_f1": 0.5489313835770528,
+      "test_precision": 0.6084788029925187,
+      "test_recall": 0.5
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        30706,
+        2354,
+        13986,
+        13255,
+        913,
+        30057,
+        23434,
+        24343,
+        9884,
+        7347,
+        18846,
+        31569,
+        4143,
+        22553,
+        2404,
+        15521
+      ],
+      "test_balanced_acc": 0.5990170666846197,
+      "test_accuracy": 0.598974358974359,
+      "test_auc": 0.6465584710674253,
+      "test_f1": 0.5818181818181818,
+      "test_precision": 0.6085011185682326,
+      "test_recall": 0.5573770491803278
+    }
+  },
+  "115_nyc_borough_Brooklyn": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        32593
+      ],
+      "test_balanced_acc": 0.5083271619483624,
+      "test_accuracy": 0.5087179487179487,
+      "test_auc": 0.5083271619483624,
+      "test_f1": 0.6443949517446177,
+      "test_precision": 0.5052386495925495,
+      "test_recall": 0.889344262295082
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        32593,
+        30945,
+        8028,
+        27814
+      ],
+      "test_balanced_acc": 0.5023815935638065,
+      "test_accuracy": 0.5025641025641026,
+      "test_auc": 0.516980425488942,
+      "test_f1": 0.577893820713664,
+      "test_precision": 0.5022692889561271,
+      "test_recall": 0.680327868852459
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        32593,
+        30945,
+        8028,
+        27814,
+        27625,
+        4405,
+        24750,
+        30269,
+        7427,
+        7347,
+        22422,
+        2404,
+        20744,
+        25113,
+        20104,
+        1566
+      ],
+      "test_balanced_acc": 0.5435335106203925,
+      "test_accuracy": 0.5435897435897435,
+      "test_auc": 0.5552352980778941,
+      "test_f1": 0.5675413022351797,
+      "test_precision": 0.5397412199630314,
+      "test_recall": 0.5983606557377049
+    }
+  },
+  "116_nyc_borough_Bronx": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        23987
+      ],
+      "test_balanced_acc": 0.5407164136398829,
+      "test_accuracy": 0.5405128205128205,
+      "test_auc": 0.5407164136398829,
+      "test_f1": 0.42710997442455245,
+      "test_precision": 0.5680272108843537,
+      "test_recall": 0.3422131147540984
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        23987,
+        25902,
+        28553,
+        27879
+      ],
+      "test_balanced_acc": 0.5416968222977749,
+      "test_accuracy": 0.5415384615384615,
+      "test_auc": 0.5477917662503787,
+      "test_f1": 0.4581818181818182,
+      "test_precision": 0.5608308605341247,
+      "test_recall": 0.38729508196721313
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        23987,
+        25902,
+        28553,
+        27879,
+        27279,
+        14232,
+        31289,
+        8390,
+        21844,
+        16288,
+        1999,
+        22422,
+        26950,
+        14742,
+        5716,
+        3772
+      ],
+      "test_balanced_acc": 0.5385914935873699,
+      "test_accuracy": 0.5384615384615384,
+      "test_auc": 0.5435755882451947,
+      "test_f1": 0.47183098591549294,
+      "test_precision": 0.5521978021978022,
+      "test_recall": 0.41188524590163933
+    }
+  },
+  "117_us_state_FL": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        5563
+      ],
+      "test_balanced_acc": 0.8597959183673469,
+      "test_accuracy": 0.8585858585858586,
+      "test_auc": 0.8597959183673469,
+      "test_f1": 0.8409090909090909,
+      "test_precision": 0.9736842105263158,
+      "test_recall": 0.74
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        5563,
+        4118,
+        20145,
+        13862
+      ],
+      "test_balanced_acc": 0.8597959183673469,
+      "test_accuracy": 0.8585858585858586,
+      "test_auc": 0.8638775510204082,
+      "test_f1": 0.8409090909090909,
+      "test_precision": 0.9736842105263158,
+      "test_recall": 0.74
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        5563,
+        4118,
+        20145,
+        13862,
+        14401,
+        31545,
+        30766,
+        26632,
+        18966,
+        24525,
+        913,
+        5162,
+        5019,
+        3818,
+        5230,
+        28584
+      ],
+      "test_balanced_acc": 0.8389795918367347,
+      "test_accuracy": 0.8383838383838383,
+      "test_auc": 0.8702040816326531,
+      "test_f1": 0.8297872340425532,
+      "test_precision": 0.8863636363636364,
+      "test_recall": 0.78
+    }
+  },
+  "118_us_state_CA": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        5230
+      ],
+      "test_balanced_acc": 0.7975510204081633,
+      "test_accuracy": 0.797979797979798,
+      "test_auc": 0.7975510204081632,
+      "test_f1": 0.8076923076923077,
+      "test_precision": 0.7777777777777778,
+      "test_recall": 0.84
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        5230,
+        30766,
+        27653,
+        31405
+      ],
+      "test_balanced_acc": 0.8489795918367347,
+      "test_accuracy": 0.8484848484848485,
+      "test_auc": 0.8893877551020407,
+      "test_f1": 0.8421052631578947,
+      "test_precision": 0.8888888888888888,
+      "test_recall": 0.8
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        5230,
+        30766,
+        27653,
+        31405,
+        28240,
+        16726,
+        30019,
+        5085,
+        29456,
+        15387,
+        29386,
+        22469,
+        2405,
+        5162,
+        23066,
+        31590
+      ],
+      "test_balanced_acc": 0.8287755102040817,
+      "test_accuracy": 0.8282828282828283,
+      "test_auc": 0.9132653061224489,
+      "test_f1": 0.8210526315789474,
+      "test_precision": 0.8666666666666667,
+      "test_recall": 0.78
+    }
+  },
+  "119_us_state_TX": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        13064
+      ],
+      "test_balanced_acc": 0.8597959183673469,
+      "test_accuracy": 0.8585858585858586,
+      "test_auc": 0.8597959183673469,
+      "test_f1": 0.8409090909090909,
+      "test_precision": 0.9736842105263158,
+      "test_recall": 0.74
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        13064,
+        27653,
+        1220,
+        18738
+      ],
+      "test_balanced_acc": 0.8597959183673469,
+      "test_accuracy": 0.8585858585858586,
+      "test_auc": 0.9240816326530612,
+      "test_f1": 0.8409090909090909,
+      "test_precision": 0.9736842105263158,
+      "test_recall": 0.74
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        13064,
+        27653,
+        1220,
+        18738,
+        2143,
+        30766,
+        30019,
+        10687,
+        7816,
+        22788,
+        12601,
+        14742,
+        6269,
+        9421,
+        4080,
+        31545
+      ],
+      "test_balanced_acc": 0.8481632653061224,
+      "test_accuracy": 0.8484848484848485,
+      "test_auc": 0.9367346938775509,
+      "test_f1": 0.8543689320388349,
+      "test_precision": 0.8301886792452831,
+      "test_recall": 0.88
+    }
+  },
+  "120_us_timezone_Chicago": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        31490
+      ],
+      "test_balanced_acc": 0.621630183336064,
+      "test_accuracy": 0.6215864759427828,
+      "test_auc": 0.621630183336064,
+      "test_f1": 0.5792771084337349,
+      "test_precision": 0.6525515743756786,
+      "test_recall": 0.5207972270363952
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        31490,
+        5230,
+        27653,
+        31545
+      ],
+      "test_balanced_acc": 0.6857316682725043,
+      "test_accuracy": 0.6857390550498483,
+      "test_auc": 0.7426098896556492,
+      "test_f1": 0.6910950149126545,
+      "test_precision": 0.6797988264878457,
+      "test_recall": 0.7027729636048526
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        31490,
+        5230,
+        27653,
+        31545,
+        13064,
+        18966,
+        21803,
+        4080,
+        24779,
+        5105,
+        4627,
+        5085,
+        15521,
+        913,
+        20145,
+        1220
+      ],
+      "test_balanced_acc": 0.7473094076037043,
+      "test_accuracy": 0.7472908539228436,
+      "test_auc": 0.8280098935637722,
+      "test_f1": 0.7360796740606609,
+      "test_precision": 0.7706161137440758,
+      "test_recall": 0.7045060658578857
+    }
+  },
+  "121_us_timezone_New_York": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        1220
+      ],
+      "test_balanced_acc": 0.6654252113016905,
+      "test_accuracy": 0.6653662765496315,
+      "test_auc": 0.6654252113016905,
+      "test_f1": 0.6128385155466399,
+      "test_precision": 0.7273809523809524,
+      "test_recall": 0.5294627383015598
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        1220,
+        5230,
+        25479,
+        547
+      ],
+      "test_balanced_acc": 0.7131076943426913,
+      "test_accuracy": 0.7130472475075856,
+      "test_auc": 0.7912615120528018,
+      "test_f1": 0.6666666666666666,
+      "test_precision": 0.7956730769230769,
+      "test_recall": 0.5736568457538995
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        1220,
+        5230,
+        25479,
+        547,
+        5162,
+        13064,
+        30766,
+        30019,
+        31490,
+        3342,
+        28817,
+        4737,
+        31545,
+        31405,
+        21044,
+        27545
+      ],
+      "test_balanced_acc": 0.7650549166442451,
+      "test_accuracy": 0.7650628521889901,
+      "test_auc": 0.8529534888265259,
+      "test_f1": 0.7693617021276595,
+      "test_precision": 0.7558528428093646,
+      "test_recall": 0.7833622183708839
+    }
+  },
+  "122_us_timezone_Los_Angeles": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        5230
+      ],
+      "test_balanced_acc": 0.7871538492757196,
+      "test_accuracy": 0.7871694841785869,
+      "test_auc": 0.7871538492757195,
+      "test_f1": 0.794646591384358,
+      "test_precision": 0.7679870654810024,
+      "test_recall": 0.8232235701906413
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        5230,
+        27653,
+        31405,
+        1220
+      ],
+      "test_balanced_acc": 0.8205637918413422,
+      "test_accuracy": 0.8205461638491548,
+      "test_auc": 0.8801446306147328,
+      "test_f1": 0.8130081300813008,
+      "test_precision": 0.8490566037735849,
+      "test_recall": 0.779896013864818
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        5230,
+        27653,
+        31405,
+        1220,
+        29456,
+        22469,
+        30766,
+        2405,
+        17605,
+        20145,
+        31490,
+        28584,
+        25487,
+        15387,
+        18738,
+        17164
+      ],
+      "test_balanced_acc": 0.8101546564534385,
+      "test_accuracy": 0.8101430429128739,
+      "test_auc": 0.8912955578169225,
+      "test_f1": 0.804986642920748,
+      "test_precision": 0.8278388278388278,
+      "test_recall": 0.7833622183708839
+    }
+  },
+  "123_world_country_United_Kingdom": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        29647
+      ],
+      "test_balanced_acc": 0.9569398626586326,
+      "test_accuracy": 0.9569230769230769,
+      "test_auc": 0.9569398626586326,
+      "test_f1": 0.95625,
+      "test_precision": 0.972457627118644,
+      "test_recall": 0.9405737704918032
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        29647,
+        24616,
+        17749,
+        4761
+      ],
+      "test_balanced_acc": 0.9569398626586326,
+      "test_accuracy": 0.9569230769230769,
+      "test_auc": 0.9770361362641802,
+      "test_f1": 0.95625,
+      "test_precision": 0.972457627118644,
+      "test_recall": 0.9405737704918032
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        29647,
+        24616,
+        17749,
+        4761,
+        14742,
+        17891,
+        3183,
+        20104,
+        16922,
+        27115,
+        13986,
+        2026,
+        3399,
+        23070,
+        29386,
+        22788
+      ],
+      "test_balanced_acc": 0.9456188777055913,
+      "test_accuracy": 0.9456410256410256,
+      "test_auc": 0.984414447773252,
+      "test_f1": 0.9468405215646941,
+      "test_precision": 0.9273084479371316,
+      "test_recall": 0.9672131147540983
+    }
+  },
+  "124_world_country_United_States": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        18659
+      ],
+      "test_balanced_acc": 0.8954896993974484,
+      "test_accuracy": 0.8953846153846153,
+      "test_auc": 0.8954896993974485,
+      "test_f1": 0.8835616438356164,
+      "test_precision": 0.9974226804123711,
+      "test_recall": 0.7930327868852459
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        18659,
+        29522,
+        4761,
+        16116
+      ],
+      "test_balanced_acc": 0.9415941528932574,
+      "test_accuracy": 0.9415384615384615,
+      "test_auc": 0.986617211431649,
+      "test_f1": 0.9382448537378115,
+      "test_precision": 0.9954022988505747,
+      "test_recall": 0.8872950819672131
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        18659,
+        29522,
+        4761,
+        16116,
+        5757,
+        13901,
+        11807,
+        3399,
+        17233,
+        917,
+        5456,
+        23070,
+        27115,
+        17749,
+        20360,
+        29868
+      ],
+      "test_balanced_acc": 0.9610361194331303,
+      "test_accuracy": 0.961025641025641,
+      "test_auc": 0.9935537078802976,
+      "test_f1": 0.9606625258799172,
+      "test_precision": 0.9707112970711297,
+      "test_recall": 0.9508196721311475
+    }
+  },
+  "125_world_country_Italy": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        9122
+      ],
+      "test_balanced_acc": 0.9671752448917763,
+      "test_accuracy": 0.9671794871794872,
+      "test_auc": 0.9671752448917763,
+      "test_f1": 0.9673469387755103,
+      "test_precision": 0.9634146341463414,
+      "test_recall": 0.9713114754098361
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        9122,
+        31139,
+        1440,
+        14639
+      ],
+      "test_balanced_acc": 0.974359999326758,
+      "test_accuracy": 0.9743589743589743,
+      "test_auc": 0.9909659339549601,
+      "test_f1": 0.9743589743589743,
+      "test_precision": 0.9753593429158111,
+      "test_recall": 0.9733606557377049
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        9122,
+        31139,
+        1440,
+        14639,
+        28273,
+        30766,
+        7147,
+        16597,
+        11807,
+        1242,
+        29868,
+        31569,
+        18823,
+        31111,
+        6256,
+        14717
+      ],
+      "test_balanced_acc": 0.9805096441916047,
+      "test_accuracy": 0.9805128205128205,
+      "test_auc": 0.997458511461945,
+      "test_f1": 0.9805924412665986,
+      "test_precision": 0.9775967413441955,
+      "test_recall": 0.9836065573770492
+    }
+  },
+  "126_art_type_book": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        25878
+      ],
+      "test_balanced_acc": 0.5869196625185449,
+      "test_accuracy": 0.5869094061551798,
+      "test_auc": 0.5869196625185449,
+      "test_f1": 0.5770084332001776,
+      "test_precision": 0.5914467697907189,
+      "test_recall": 0.5632582322357019
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        25878,
+        15827,
+        7995,
+        23439
+      ],
+      "test_balanced_acc": 0.6627586688932947,
+      "test_accuracy": 0.6627654963155614,
+      "test_auc": 0.7174137695199472,
+      "test_f1": 0.6680887372013652,
+      "test_precision": 0.6579831932773109,
+      "test_recall": 0.6785095320623917
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        25878,
+        15827,
+        7995,
+        23439,
+        19737,
+        30018,
+        13255,
+        11302,
+        12247,
+        26478,
+        20252,
+        1944,
+        30057,
+        2883,
+        24343,
+        29054
+      ],
+      "test_balanced_acc": 0.692687375710414,
+      "test_accuracy": 0.6926744690073688,
+      "test_auc": 0.7738936629785009,
+      "test_f1": 0.6833407771326485,
+      "test_precision": 0.7050691244239631,
+      "test_recall": 0.6629116117850953
+    }
+  },
+  "127_art_type_song": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        15827
+      ],
+      "test_balanced_acc": 0.6784813484828216,
+      "test_accuracy": 0.6783701777199826,
+      "test_auc": 0.6784813484828216,
+      "test_f1": 0.5675990675990676,
+      "test_precision": 0.8665480427046264,
+      "test_recall": 0.4220103986135182
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        15827,
+        7995,
+        24343,
+        26478
+      ],
+      "test_balanced_acc": 0.6944839849627451,
+      "test_accuracy": 0.694408322496749,
+      "test_auc": 0.7441163959289383,
+      "test_f1": 0.6299212598425197,
+      "test_precision": 0.7989347536617842,
+      "test_recall": 0.5199306759098787
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        15827,
+        7995,
+        24343,
+        26478,
+        26759,
+        1944,
+        30057,
+        13255,
+        12247,
+        298,
+        1257,
+        26936,
+        21660,
+        9792,
+        24750,
+        25878
+      ],
+      "test_balanced_acc": 0.7585741964673574,
+      "test_accuracy": 0.7585609016038145,
+      "test_auc": 0.8258096954519969,
+      "test_f1": 0.7510058113544926,
+      "test_precision": 0.775623268698061,
+      "test_recall": 0.7279029462738301
+    }
+  },
+  "128_art_type_movie": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        11807
+      ],
+      "test_balanced_acc": 0.5614247964393992,
+      "test_accuracy": 0.5613350671868227,
+      "test_auc": 0.5614247964393992,
+      "test_f1": 0.44699453551912566,
+      "test_precision": 0.6050295857988166,
+      "test_recall": 0.354419410745234
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        11807,
+        15827,
+        12460,
+        14639
+      ],
+      "test_balanced_acc": 0.5821637774113495,
+      "test_accuracy": 0.5821413090593844,
+      "test_auc": 0.629824465150816,
+      "test_f1": 0.5594149908592322,
+      "test_precision": 0.5918762088974855,
+      "test_recall": 0.5303292894280762
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        11807,
+        15827,
+        12460,
+        14639,
+        1440,
+        18634,
+        13860,
+        31086,
+        7876,
+        1238,
+        3623,
+        9421,
+        25901,
+        27826,
+        2006,
+        28584
+      ],
+      "test_balanced_acc": 0.6636383723569439,
+      "test_accuracy": 0.6636324230602514,
+      "test_auc": 0.7206236913424553,
+      "test_f1": 0.6590509666080844,
+      "test_precision": 0.6684491978609626,
+      "test_recall": 0.6499133448873483
+    }
+  },
+  "129_arith_mc_A": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        14542
+      ],
+      "test_balanced_acc": 0.6484542644117113,
+      "test_accuracy": 0.6481876332622601,
+      "test_auc": 0.6484542644117113,
+      "test_f1": 0.5985401459854015,
+      "test_precision": 0.6988636363636364,
+      "test_recall": 0.5234042553191489
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        14542,
+        3095,
+        17192,
+        12744
+      ],
+      "test_balanced_acc": 0.6756319330787417,
+      "test_accuracy": 0.67590618336887,
+      "test_auc": 0.7276686670303691,
+      "test_f1": 0.7132075471698113,
+      "test_precision": 0.6406779661016949,
+      "test_recall": 0.8042553191489362
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        14542,
+        3095,
+        17192,
+        12744,
+        19539,
+        4049,
+        24006,
+        17809,
+        5085,
+        1185,
+        12127,
+        18271,
+        23811,
+        30074,
+        31587,
+        27217
+      ],
+      "test_balanced_acc": 0.73767957810511,
+      "test_accuracy": 0.7377398720682303,
+      "test_auc": 0.8222404073467902,
+      "test_f1": 0.7453416149068323,
+      "test_precision": 0.7258064516129032,
+      "test_recall": 0.7659574468085106
+    }
+  },
+  "130_temp_cat_Frequency": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        8845
+      ],
+      "test_balanced_acc": 0.9697959183673469,
+      "test_accuracy": 0.9696969696969697,
+      "test_auc": 0.9697959183673469,
+      "test_f1": 0.9696969696969697,
+      "test_precision": 0.9795918367346939,
+      "test_recall": 0.96
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        8845,
+        19764,
+        2739,
+        32236
+      ],
+      "test_balanced_acc": 0.9697959183673469,
+      "test_accuracy": 0.9696969696969697,
+      "test_auc": 0.9944897959183674,
+      "test_f1": 0.9696969696969697,
+      "test_precision": 0.9795918367346939,
+      "test_recall": 0.96
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        8845,
+        19764,
+        2739,
+        32236,
+        2468,
+        992,
+        25240,
+        22584,
+        10348,
+        27607,
+        31889,
+        26911,
+        31248,
+        10969,
+        11535,
+        20628
+      ],
+      "test_balanced_acc": 0.9797959183673469,
+      "test_accuracy": 0.9797979797979798,
+      "test_auc": 0.9963265306122449,
+      "test_f1": 0.98,
+      "test_precision": 0.98,
+      "test_recall": 0.98
+    }
+  },
+  "131_temp_cat_Typical Time": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        14285
+      ],
+      "test_balanced_acc": 0.7171428571428571,
+      "test_accuracy": 0.7171717171717171,
+      "test_auc": 0.7171428571428572,
+      "test_f1": 0.72,
+      "test_precision": 0.72,
+      "test_recall": 0.72
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        14285,
+        15453,
+        6330,
+        23688
+      ],
+      "test_balanced_acc": 0.8577551020408163,
+      "test_accuracy": 0.8585858585858586,
+      "test_auc": 0.9236734693877551,
+      "test_f1": 0.8703703703703703,
+      "test_precision": 0.8103448275862069,
+      "test_recall": 0.94
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        14285,
+        15453,
+        6330,
+        23688,
+        6714,
+        16835,
+        27902,
+        24776,
+        19764,
+        31172,
+        15587,
+        1300,
+        22739,
+        29275,
+        13597,
+        19012
+      ],
+      "test_balanced_acc": 0.8983673469387755,
+      "test_accuracy": 0.898989898989899,
+      "test_auc": 0.9612244897959183,
+      "test_f1": 0.9056603773584906,
+      "test_precision": 0.8571428571428571,
+      "test_recall": 0.96
+    }
+  },
+  "132_temp_cat_Event Ordering": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        6330
+      ],
+      "test_balanced_acc": 0.846938775510204,
+      "test_accuracy": 0.8484848484848485,
+      "test_auc": 0.846938775510204,
+      "test_f1": 0.8695652173913043,
+      "test_precision": 0.7692307692307693,
+      "test_recall": 1.0
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        6330,
+        22584,
+        11535,
+        12148
+      ],
+      "test_balanced_acc": 0.9693877551020409,
+      "test_accuracy": 0.9696969696969697,
+      "test_auc": 0.9957142857142858,
+      "test_f1": 0.970873786407767,
+      "test_precision": 0.9433962264150944,
+      "test_recall": 1.0
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        6330,
+        22584,
+        11535,
+        12148,
+        15587,
+        14619,
+        20180,
+        9869,
+        8636,
+        3372,
+        23209,
+        1329,
+        22212,
+        11039,
+        30800,
+        13597
+      ],
+      "test_balanced_acc": 1.0,
+      "test_accuracy": 1.0,
+      "test_auc": 1.0,
+      "test_f1": 1.0,
+      "test_precision": 1.0,
+      "test_recall": 1.0
+    }
+  },
+  "133_context_type_Causality": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        8498
+      ],
+      "test_balanced_acc": 0.9065660556257902,
+      "test_accuracy": 0.9066666666666666,
+      "test_auc": 0.9065660556257901,
+      "test_f1": 0.9090909090909091,
+      "test_precision": 0.8898305084745762,
+      "test_recall": 0.9292035398230089
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        8498,
+        4560,
+        12873,
+        24976
+      ],
+      "test_balanced_acc": 0.9065660556257902,
+      "test_accuracy": 0.9066666666666666,
+      "test_auc": 0.9513669405815424,
+      "test_f1": 0.9090909090909091,
+      "test_precision": 0.8898305084745762,
+      "test_recall": 0.9292035398230089
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        8498,
+        4560,
+        12873,
+        24976,
+        4994,
+        27381,
+        16863,
+        4451,
+        13597,
+        6029,
+        10821,
+        11417,
+        30356,
+        13999,
+        4654,
+        31741
+      ],
+      "test_balanced_acc": 0.924423198482933,
+      "test_accuracy": 0.9244444444444444,
+      "test_auc": 0.9616782553729456,
+      "test_f1": 0.9251101321585903,
+      "test_precision": 0.9210526315789473,
+      "test_recall": 0.9292035398230089
+    }
+  },
+  "134_context_type_Belief_states": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        992
+      ],
+      "test_balanced_acc": 0.6615439317319849,
+      "test_accuracy": 0.6622222222222223,
+      "test_auc": 0.6615439317319848,
+      "test_f1": 0.7076923076923077,
+      "test_precision": 0.6258503401360545,
+      "test_recall": 0.8141592920353983
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        992,
+        4771,
+        18973,
+        2893
+      ],
+      "test_balanced_acc": 0.7640644753476612,
+      "test_accuracy": 0.7644444444444445,
+      "test_auc": 0.8251817319848294,
+      "test_f1": 0.7836734693877551,
+      "test_precision": 0.7272727272727273,
+      "test_recall": 0.8495575221238938
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        992,
+        4771,
+        18973,
+        2893,
+        2972,
+        15587,
+        21218,
+        6375,
+        1206,
+        12479,
+        26821,
+        6345,
+        1474,
+        24729,
+        18253,
+        7070
+      ],
+      "test_balanced_acc": 0.8314238305941846,
+      "test_accuracy": 0.8311111111111111,
+      "test_auc": 0.912689633375474,
+      "test_f1": 0.819047619047619,
+      "test_precision": 0.8865979381443299,
+      "test_recall": 0.7610619469026548
+    }
+  },
+  "135_context_type_Event_duration": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        11535
+      ],
+      "test_balanced_acc": 0.8714838811630847,
+      "test_accuracy": 0.8711111111111111,
+      "test_auc": 0.8714838811630848,
+      "test_f1": 0.8599033816425121,
+      "test_precision": 0.9468085106382979,
+      "test_recall": 0.7876106194690266
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        11535,
+        13229,
+        23209,
+        15575
+      ],
+      "test_balanced_acc": 0.9333912768647281,
+      "test_accuracy": 0.9333333333333333,
+      "test_auc": 0.9536583438685209,
+      "test_f1": 0.9327354260089686,
+      "test_precision": 0.9454545454545454,
+      "test_recall": 0.9203539823008849
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        11535,
+        13229,
+        23209,
+        15575,
+        22584,
+        22468,
+        27719,
+        7516,
+        6330,
+        23688,
+        24487,
+        14500,
+        6514,
+        12148,
+        2690,
+        4627
+      ],
+      "test_balanced_acc": 0.9512879266750949,
+      "test_accuracy": 0.9511111111111111,
+      "test_auc": 0.9766513906447535,
+      "test_f1": 0.9493087557603687,
+      "test_precision": 0.9903846153846154,
+      "test_recall": 0.911504424778761
+    }
+  },
+  "136_glue_mnli_entailment": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        21276
+      ],
+      "test_balanced_acc": 0.7013183151179727,
+      "test_accuracy": 0.7013437364542696,
+      "test_auc": 0.7013183151179727,
+      "test_f1": 0.7179697093737208,
+      "test_precision": 0.6803723816912335,
+      "test_recall": 0.7599653379549394
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        21276,
+        895,
+        5773,
+        17840
+      ],
+      "test_balanced_acc": 0.7130547092130994,
+      "test_accuracy": 0.7130472475075856,
+      "test_auc": 0.768462499304805,
+      "test_f1": 0.7081128747795414,
+      "test_precision": 0.7208258527827648,
+      "test_recall": 0.695840554592721
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        21276,
+        895,
+        5773,
+        17840,
+        24934,
+        24704,
+        30910,
+        29031,
+        13467,
+        17201,
+        11076,
+        11534,
+        685,
+        23600,
+        28341,
+        9664
+      ],
+      "test_balanced_acc": 0.7442761028798357,
+      "test_accuracy": 0.7442566103164283,
+      "test_auc": 0.8100265151116596,
+      "test_f1": 0.7323049001814882,
+      "test_precision": 0.7685714285714286,
+      "test_recall": 0.6993067590987868
+    }
+  },
+  "137_glue_mnli_neutral": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        21276
+      ],
+      "test_balanced_acc": 0.6254657806250291,
+      "test_accuracy": 0.6254876462938882,
+      "test_auc": 0.6254657806250291,
+      "test_f1": 0.6435643564356436,
+      "test_precision": 0.6141732283464567,
+      "test_recall": 0.6759098786828422
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        21276,
+        22542,
+        27404,
+        5773
+      ],
+      "test_balanced_acc": 0.6320111351443976,
+      "test_accuracy": 0.6319895968790638,
+      "test_auc": 0.655373819483797,
+      "test_f1": 0.612859097127223,
+      "test_precision": 0.6467757459095284,
+      "test_recall": 0.5823223570190641
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        21276,
+        22542,
+        27404,
+        5773,
+        17840,
+        24724,
+        27656,
+        5826,
+        30851,
+        895,
+        25065,
+        25543,
+        9073,
+        24704,
+        30998,
+        26234
+      ],
+      "test_balanced_acc": 0.65841689451525,
+      "test_accuracy": 0.6584308625921109,
+      "test_auc": 0.7135575042726306,
+      "test_f1": 0.6691855583543241,
+      "test_precision": 0.6490228013029316,
+      "test_recall": 0.6906412478336221
+    }
+  },
+  "138_glue_mnli_contradiction": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        8847
+      ],
+      "test_balanced_acc": 0.6277847255520599,
+      "test_accuracy": 0.6276549631556133,
+      "test_auc": 0.62778472555206,
+      "test_f1": 0.46876932591218307,
+      "test_precision": 0.8185745140388769,
+      "test_recall": 0.32842287694974004
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        8847,
+        27404,
+        25065,
+        5826
+      ],
+      "test_balanced_acc": 0.6792851441721619,
+      "test_accuracy": 0.6792371044646728,
+      "test_auc": 0.713868275210024,
+      "test_f1": 0.6393762183235867,
+      "test_precision": 0.7305122494432071,
+      "test_recall": 0.5684575389948007
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        8847,
+        27404,
+        25065,
+        5826,
+        30998,
+        27656,
+        25543,
+        11910,
+        2489,
+        8304,
+        5773,
+        31125,
+        11076,
+        9664,
+        17201,
+        31876
+      ],
+      "test_balanced_acc": 0.7234717360032827,
+      "test_accuracy": 0.7234503684438665,
+      "test_auc": 0.8020468042827016,
+      "test_f1": 0.7092069279854147,
+      "test_precision": 0.7480769230769231,
+      "test_recall": 0.6741767764298093
+    }
+  },
+  "139_news_class_Politics": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        19527
+      ],
+      "test_balanced_acc": 0.6677762333932702,
+      "test_accuracy": 0.6677966101694915,
+      "test_auc": 0.6677762333932702,
+      "test_f1": 0.6776315789473685,
+      "test_precision": 0.6585677749360613,
+      "test_recall": 0.6978319783197832
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        19527,
+        2198,
+        4103,
+        4712
+      ],
+      "test_balanced_acc": 0.7023998632116579,
+      "test_accuracy": 0.7023728813559322,
+      "test_auc": 0.7526006331976481,
+      "test_f1": 0.6901905434015526,
+      "test_precision": 0.7201767304860088,
+      "test_recall": 0.6626016260162602
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        19527,
+        2198,
+        4103,
+        4712,
+        1440,
+        23180,
+        23395,
+        20158,
+        14892,
+        24616,
+        7078,
+        7737,
+        27505,
+        8683,
+        26696,
+        9628
+      ],
+      "test_balanced_acc": 0.7573477770055855,
+      "test_accuracy": 0.7572881355932204,
+      "test_auc": 0.8307235073707591,
+      "test_f1": 0.7340267459138187,
+      "test_precision": 0.8125,
+      "test_recall": 0.6693766937669376
+    }
+  },
+  "140_news_class_Technology": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        24551
+      ],
+      "test_balanced_acc": 0.6239543229896343,
+      "test_accuracy": 0.6237288135593221,
+      "test_auc": 0.6239543229896342,
+      "test_f1": 0.4365482233502538,
+      "test_precision": 0.8704453441295547,
+      "test_recall": 0.29132791327913277
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        24551,
+        13347,
+        17032,
+        8934
+      ],
+      "test_balanced_acc": 0.7871838148503602,
+      "test_accuracy": 0.7871186440677966,
+      "test_auc": 0.804081036061378,
+      "test_f1": 0.7646176911544228,
+      "test_precision": 0.8557046979865772,
+      "test_recall": 0.6910569105691057
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        24551,
+        13347,
+        17032,
+        8934,
+        3976,
+        7023,
+        21474,
+        22727,
+        20860,
+        2198,
+        8683,
+        17721,
+        13630,
+        24616,
+        18291,
+        28968
+      ],
+      "test_balanced_acc": 0.798708784238453,
+      "test_accuracy": 0.7986440677966101,
+      "test_auc": 0.8795784565715399,
+      "test_f1": 0.7775280898876404,
+      "test_precision": 0.8693467336683417,
+      "test_recall": 0.7032520325203252
+    }
+  },
+  "141_news_class_Entertainment": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        19527
+      ],
+      "test_balanced_acc": 0.6493796722227738,
+      "test_accuracy": 0.6494915254237288,
+      "test_auc": 0.6493796722227738,
+      "test_f1": 0.6992437463641652,
+      "test_precision": 0.6126401630988787,
+      "test_recall": 0.8143631436314364
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        19527,
+        7078,
+        20568,
+        2198
+      ],
+      "test_balanced_acc": 0.6663927222718631,
+      "test_accuracy": 0.6664406779661017,
+      "test_auc": 0.732051126481414,
+      "test_f1": 0.6886075949367089,
+      "test_precision": 0.6460807600950119,
+      "test_recall": 0.7371273712737128
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        19527,
+        7078,
+        20568,
+        2198,
+        22745,
+        23180,
+        7023,
+        2813,
+        16574,
+        10825,
+        1944,
+        17721,
+        1440,
+        10209,
+        22727,
+        32454
+      ],
+      "test_balanced_acc": 0.7884533356866812,
+      "test_accuracy": 0.7884745762711864,
+      "test_auc": 0.8711165164568877,
+      "test_f1": 0.7950065703022339,
+      "test_precision": 0.7716836734693877,
+      "test_recall": 0.8197831978319783
+    }
+  },
+  "142_cancer_cat_Thyroid_Cancer": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        2082
+      ],
+      "test_balanced_acc": 0.5663334693322453,
+      "test_accuracy": 0.565597667638484,
+      "test_auc": 0.5663334693322454,
+      "test_f1": 0.42023346303501946,
+      "test_precision": 0.6352941176470588,
+      "test_recall": 0.313953488372093
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        2082,
+        27447,
+        24929,
+        11750
+      ],
+      "test_balanced_acc": 0.624031007751938,
+      "test_accuracy": 0.6239067055393586,
+      "test_auc": 0.6425608595131239,
+      "test_f1": 0.60790273556231,
+      "test_precision": 0.6369426751592356,
+      "test_recall": 0.5813953488372093
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        2082,
+        27447,
+        24929,
+        11750,
+        14246,
+        1000,
+        27536,
+        18268,
+        2029,
+        17982,
+        11807,
+        23447,
+        3059,
+        3178,
+        21224,
+        3675
+      ],
+      "test_balanced_acc": 0.6297769617843056,
+      "test_accuracy": 0.6297376093294461,
+      "test_auc": 0.6953114375084999,
+      "test_f1": 0.6253687315634219,
+      "test_precision": 0.6347305389221557,
+      "test_recall": 0.6162790697674418
+    }
+  },
+  "143_cancer_cat_Lung_Cancer": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        15241
+      ],
+      "test_balanced_acc": 0.6790085679314566,
+      "test_accuracy": 0.6793002915451894,
+      "test_auc": 0.6790085679314566,
+      "test_f1": 0.708994708994709,
+      "test_precision": 0.6504854368932039,
+      "test_recall": 0.7790697674418605
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        15241,
+        19552,
+        32713,
+        28876
+      ],
+      "test_balanced_acc": 0.8136134910920713,
+      "test_accuracy": 0.8134110787172012,
+      "test_auc": 0.893172854617163,
+      "test_f1": 0.8,
+      "test_precision": 0.8648648648648649,
+      "test_recall": 0.7441860465116279
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        15241,
+        19552,
+        32713,
+        28876,
+        11750,
+        21044,
+        13467,
+        27447,
+        2078,
+        1000,
+        8749,
+        2082,
+        26490,
+        26213,
+        13629,
+        9695
+      ],
+      "test_balanced_acc": 0.8978138174894601,
+      "test_accuracy": 0.8979591836734694,
+      "test_auc": 0.9648272813817489,
+      "test_f1": 0.9030470914127424,
+      "test_precision": 0.8624338624338624,
+      "test_recall": 0.9476744186046512
+    }
+  },
+  "144_cancer_cat_Colon_Cancer": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        15241
+      ],
+      "test_balanced_acc": 0.7579559363525092,
+      "test_accuracy": 0.7580174927113703,
+      "test_auc": 0.7579559363525092,
+      "test_f1": 0.7635327635327636,
+      "test_precision": 0.7486033519553073,
+      "test_recall": 0.7790697674418605
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        15241,
+        21044,
+        3675,
+        32713
+      ],
+      "test_balanced_acc": 0.8075275397796817,
+      "test_accuracy": 0.8075801749271136,
+      "test_auc": 0.8506731946144432,
+      "test_f1": 0.8114285714285714,
+      "test_precision": 0.797752808988764,
+      "test_recall": 0.8255813953488372
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        15241,
+        21044,
+        3675,
+        32713,
+        19552,
+        28876,
+        1706,
+        7458,
+        8749,
+        13373,
+        13467,
+        6275,
+        8683,
+        13629,
+        24444,
+        16154
+      ],
+      "test_balanced_acc": 0.83093635250918,
+      "test_accuracy": 0.8309037900874635,
+      "test_auc": 0.9034237726098191,
+      "test_f1": 0.8294117647058824,
+      "test_precision": 0.8392857142857143,
+      "test_recall": 0.8197674418604651
+    }
+  },
+  "145_disease_class_digestive system diseases": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        23418
+      ],
+      "test_balanced_acc": 0.48714285714285716,
+      "test_accuracy": 0.48484848484848486,
+      "test_auc": 0.48714285714285716,
+      "test_f1": 0.33766233766233766,
+      "test_precision": 0.48148148148148145,
+      "test_recall": 0.26
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        23418,
+        19500,
+        27334,
+        23887
+      ],
+      "test_balanced_acc": 0.5161224489795918,
+      "test_accuracy": 0.5151515151515151,
+      "test_auc": 0.5242857142857144,
+      "test_f1": 0.4666666666666667,
+      "test_precision": 0.525,
+      "test_recall": 0.42
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        23418,
+        19500,
+        27334,
+        23887,
+        26418,
+        30061,
+        30091,
+        7084,
+        23228,
+        16913,
+        25880,
+        9227,
+        6915,
+        10731,
+        22845,
+        2816
+      ],
+      "test_balanced_acc": 0.4744897959183674,
+      "test_accuracy": 0.47474747474747475,
+      "test_auc": 0.5020408163265306,
+      "test_f1": 0.49019607843137253,
+      "test_precision": 0.4807692307692308,
+      "test_recall": 0.5
+    }
+  },
+  "146_disease_class_cardiovascular diseases": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        7767
+      ],
+      "test_balanced_acc": 0.5781632653061225,
+      "test_accuracy": 0.5757575757575758,
+      "test_auc": 0.5781632653061225,
+      "test_f1": 0.4473684210526316,
+      "test_precision": 0.6538461538461539,
+      "test_recall": 0.34
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        7767,
+        7084,
+        2084,
+        31715
+      ],
+      "test_balanced_acc": 0.6153061224489795,
+      "test_accuracy": 0.6161616161616161,
+      "test_auc": 0.6808163265306122,
+      "test_f1": 0.6481481481481481,
+      "test_precision": 0.603448275862069,
+      "test_recall": 0.7
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        7767,
+        7084,
+        2084,
+        31715,
+        23418,
+        16120,
+        28566,
+        22041,
+        13629,
+        22764,
+        21710,
+        26745,
+        8879,
+        8683,
+        31488,
+        18452
+      ],
+      "test_balanced_acc": 0.6071428571428572,
+      "test_accuracy": 0.6060606060606061,
+      "test_auc": 0.6220408163265306,
+      "test_f1": 0.5617977528089888,
+      "test_precision": 0.6410256410256411,
+      "test_recall": 0.5
+    }
+  },
+  "147_disease_class_nervous system diseases": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        23887
+      ],
+      "test_balanced_acc": 0.5865306122448979,
+      "test_accuracy": 0.5858585858585859,
+      "test_auc": 0.586530612244898,
+      "test_f1": 0.5591397849462365,
+      "test_precision": 0.6046511627906976,
+      "test_recall": 0.52
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        23887,
+        30073,
+        24915,
+        11416
+      ],
+      "test_balanced_acc": 0.5761224489795919,
+      "test_accuracy": 0.5757575757575758,
+      "test_auc": 0.603265306122449,
+      "test_f1": 0.5625,
+      "test_precision": 0.5869565217391305,
+      "test_recall": 0.54
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        23887,
+        30073,
+        24915,
+        11416,
+        6230,
+        29211,
+        5043,
+        22041,
+        256,
+        14378,
+        9673,
+        29386,
+        25594,
+        307,
+        19500,
+        17840
+      ],
+      "test_balanced_acc": 0.5255102040816326,
+      "test_accuracy": 0.5252525252525253,
+      "test_auc": 0.5787755102040816,
+      "test_f1": 0.5154639175257731,
+      "test_precision": 0.5319148936170213,
+      "test_recall": 0.5
+    }
+  },
+  "148_twt_emotion_worry": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        1944
+      ],
+      "test_balanced_acc": 0.5171435873110427,
+      "test_accuracy": 0.5172881355932203,
+      "test_auc": 0.5171435873110427,
+      "test_f1": 0.6022346368715084,
+      "test_precision": 0.5123574144486692,
+      "test_recall": 0.7303523035230353
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        1944,
+        24343,
+        32510,
+        13174
+      ],
+      "test_balanced_acc": 0.5619803789625413,
+      "test_accuracy": 0.5620338983050848,
+      "test_auc": 0.5648954047206686,
+      "test_f1": 0.5942211055276382,
+      "test_precision": 0.5538641686182669,
+      "test_recall": 0.6409214092140921
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        1944,
+        24343,
+        32510,
+        13174,
+        27525,
+        10660,
+        3814,
+        4743,
+        11206,
+        14127,
+        6230,
+        14212,
+        30851,
+        4627,
+        7767,
+        24487
+      ],
+      "test_balanced_acc": 0.5884638154386971,
+      "test_accuracy": 0.5884745762711865,
+      "test_auc": 0.625876530135722,
+      "test_f1": 0.5950633755837225,
+      "test_precision": 0.5860709592641261,
+      "test_recall": 0.6043360433604336
+    }
+  },
+  "149_twt_emotion_happiness": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        22602
+      ],
+      "test_balanced_acc": 0.5663230411137219,
+      "test_accuracy": 0.5661016949152542,
+      "test_auc": 0.5663230411137219,
+      "test_f1": 0.3561368209255533,
+      "test_precision": 0.69140625,
+      "test_recall": 0.23983739837398374
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        22602,
+        29988,
+        27398,
+        32510
+      ],
+      "test_balanced_acc": 0.6447989174600023,
+      "test_accuracy": 0.6447457627118645,
+      "test_auc": 0.6831309086496563,
+      "test_f1": 0.6147058823529412,
+      "test_precision": 0.6720257234726688,
+      "test_recall": 0.5663956639566395
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        22602,
+        29988,
+        27398,
+        32510,
+        1944,
+        23418,
+        23889,
+        5168,
+        14127,
+        13582,
+        14097,
+        3733,
+        11910,
+        15884,
+        20702,
+        11286
+      ],
+      "test_balanced_acc": 0.661697057947513,
+      "test_accuracy": 0.6616949152542373,
+      "test_auc": 0.7274915150779729,
+      "test_f1": 0.6607749830047587,
+      "test_precision": 0.6630286493860846,
+      "test_recall": 0.6585365853658537
+    }
+  },
+  "150_twt_emotion_sadness": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        29988
+      ],
+      "test_balanced_acc": 0.5764773692513044,
+      "test_accuracy": 0.576271186440678,
+      "test_auc": 0.5764773692513044,
+      "test_f1": 0.3914313534566699,
+      "test_precision": 0.6955017301038062,
+      "test_recall": 0.27235772357723576
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        29988,
+        799,
+        12591,
+        11910
+      ],
+      "test_balanced_acc": 0.6143515607476292,
+      "test_accuracy": 0.6142372881355932,
+      "test_auc": 0.6330634337550973,
+      "test_f1": 0.5362673186634067,
+      "test_precision": 0.6728016359918201,
+      "test_recall": 0.44579945799457993
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        29988,
+        799,
+        12591,
+        11910,
+        4627,
+        14097,
+        16594,
+        6230,
+        26967,
+        1789,
+        22739,
+        27398,
+        11286,
+        9207,
+        11026,
+        2450
+      ],
+      "test_balanced_acc": 0.6135775299408354,
+      "test_accuracy": 0.6135593220338983,
+      "test_auc": 0.649694064783253,
+      "test_f1": 0.6030640668523677,
+      "test_precision": 0.6203438395415473,
+      "test_recall": 0.5867208672086721
+    }
+  },
+  "151_it_tick_HR Support": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        8594
+      ],
+      "test_balanced_acc": 0.5478424708142456,
+      "test_accuracy": 0.5483870967741935,
+      "test_auc": 0.5478424708142455,
+      "test_f1": 0.6300813008130082,
+      "test_precision": 0.5344827586206896,
+      "test_recall": 0.7673267326732673
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        8594,
+        1613,
+        11454,
+        3150
+      ],
+      "test_balanced_acc": 0.5655879020737895,
+      "test_accuracy": 0.56575682382134,
+      "test_auc": 0.591116201172356,
+      "test_f1": 0.5939675174013921,
+      "test_precision": 0.5589519650655022,
+      "test_recall": 0.6336633663366337
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        8594,
+        1613,
+        11454,
+        3150,
+        24310,
+        31338,
+        29853,
+        11405,
+        29434,
+        21560,
+        18698,
+        23439,
+        739,
+        13345,
+        23816,
+        2751
+      ],
+      "test_balanced_acc": 0.5781365449977833,
+      "test_accuracy": 0.5781637717121588,
+      "test_auc": 0.6110290133490961,
+      "test_f1": 0.5833333333333334,
+      "test_precision": 0.5776699029126213,
+      "test_recall": 0.5891089108910891
+    }
+  },
+  "152_it_tick_Hardware": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        8642
+      ],
+      "test_balanced_acc": 0.5933451554110635,
+      "test_accuracy": 0.5930521091811415,
+      "test_auc": 0.5933451554110635,
+      "test_f1": 0.5393258426966292,
+      "test_precision": 0.6233766233766234,
+      "test_recall": 0.4752475247524752
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        8642,
+        1999,
+        31753,
+        6605
+      ],
+      "test_balanced_acc": 0.6178267080439388,
+      "test_accuracy": 0.6178660049627791,
+      "test_auc": 0.6451036894734249,
+      "test_f1": 0.624390243902439,
+      "test_precision": 0.6153846153846154,
+      "test_recall": 0.6336633663366337
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        8642,
+        1999,
+        31753,
+        6605,
+        6337,
+        17126,
+        29853,
+        15811,
+        8003,
+        18549,
+        7007,
+        16727,
+        29344,
+        24641,
+        8625,
+        5399
+      ],
+      "test_balanced_acc": 0.6427392739273927,
+      "test_accuracy": 0.6426799007444168,
+      "test_auc": 0.6900891581695483,
+      "test_f1": 0.6345177664974619,
+      "test_precision": 0.6510416666666666,
+      "test_recall": 0.6188118811881188
+    }
+  },
+  "153_it_tick_Administrative rights": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        31666
+      ],
+      "test_balanced_acc": 0.5514629821191074,
+      "test_accuracy": 0.5508684863523573,
+      "test_auc": 0.5514629821191075,
+      "test_f1": 0.41042345276872966,
+      "test_precision": 0.6,
+      "test_recall": 0.3118811881188119
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        31666,
+        17934,
+        8625,
+        8594
+      ],
+      "test_balanced_acc": 0.5807841978227674,
+      "test_accuracy": 0.5806451612903226,
+      "test_auc": 0.6401901384168267,
+      "test_f1": 0.5564304461942258,
+      "test_precision": 0.5921787709497207,
+      "test_recall": 0.5247524752475248
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        31666,
+        17934,
+        8625,
+        8594,
+        17891,
+        3675,
+        18525,
+        1999,
+        20628,
+        18549,
+        28156,
+        18775,
+        7664,
+        28793,
+        19285,
+        23811
+      ],
+      "test_balanced_acc": 0.6649426136643515,
+      "test_accuracy": 0.6650124069478908,
+      "test_auc": 0.7267991724545589,
+      "test_f1": 0.6746987951807228,
+      "test_precision": 0.6572769953051644,
+      "test_recall": 0.693069306930693
+    }
+  },
+  "154_athlete_sport_football": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        14470
+      ],
+      "test_balanced_acc": 0.7523153789909822,
+      "test_accuracy": 0.7523427041499331,
+      "test_auc": 0.7523153789909822,
+      "test_f1": 0.7575360419397117,
+      "test_precision": 0.7429305912596401,
+      "test_recall": 0.7727272727272727
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        14470,
+        7033,
+        10251,
+        26630
+      ],
+      "test_balanced_acc": 0.8232283408123181,
+      "test_accuracy": 0.8232931726907631,
+      "test_auc": 0.9088256799185676,
+      "test_f1": 0.8316326530612245,
+      "test_precision": 0.7951219512195122,
+      "test_recall": 0.8716577540106952
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        14470,
+        7033,
+        10251,
+        26630,
+        3183,
+        31040,
+        30359,
+        5889,
+        32031,
+        13901,
+        14403,
+        5012,
+        12215,
+        11000,
+        7748,
+        9792
+      ],
+      "test_balanced_acc": 0.8447083195939843,
+      "test_accuracy": 0.8447121820615796,
+      "test_auc": 0.935273329414632,
+      "test_f1": 0.8453333333333334,
+      "test_precision": 0.8430851063829787,
+      "test_recall": 0.8475935828877005
+    }
+  },
+  "155_athlete_sport_basketball": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        7033
+      ],
+      "test_balanced_acc": 0.8742598672420467,
+      "test_accuracy": 0.8741633199464525,
+      "test_auc": 0.8742598672420467,
+      "test_f1": 0.8645533141210374,
+      "test_precision": 0.9375,
+      "test_recall": 0.8021390374331551
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        7033,
+        3183,
+        14470,
+        26630
+      ],
+      "test_balanced_acc": 0.867604048687474,
+      "test_accuracy": 0.8674698795180723,
+      "test_auc": 0.9516960330317845,
+      "test_f1": 0.8528974739970282,
+      "test_precision": 0.959866220735786,
+      "test_recall": 0.767379679144385
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        7033,
+        3183,
+        14470,
+        26630,
+        3639,
+        30706,
+        10937,
+        12215,
+        32281,
+        3242,
+        32031,
+        18659,
+        10251,
+        31776,
+        5615,
+        11301
+      ],
+      "test_balanced_acc": 0.8902883112786913,
+      "test_accuracy": 0.8902275769745649,
+      "test_auc": 0.959857206348296,
+      "test_f1": 0.8851540616246498,
+      "test_precision": 0.9294117647058824,
+      "test_recall": 0.8449197860962567
+    }
+  },
+  "156_athlete_sport_baseball": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        26630
+      ],
+      "test_balanced_acc": 0.855503863743889,
+      "test_accuracy": 0.8554216867469879,
+      "test_auc": 0.8555038637438889,
+      "test_f1": 0.8461538461538461,
+      "test_precision": 0.9054878048780488,
+      "test_recall": 0.7941176470588235
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        26630,
+        3639,
+        7033,
+        31040
+      ],
+      "test_balanced_acc": 0.8634392338461098,
+      "test_accuracy": 0.8634538152610441,
+      "test_auc": 0.9459685165804075,
+      "test_f1": 0.8650793650793651,
+      "test_precision": 0.856020942408377,
+      "test_recall": 0.8743315508021391
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        26630,
+        3639,
+        7033,
+        31040,
+        30766,
+        667,
+        18659,
+        10251,
+        30359,
+        8957,
+        27997,
+        13901,
+        27915,
+        14470,
+        4118,
+        2528
+      ],
+      "test_balanced_acc": 0.8701165574687102,
+      "test_accuracy": 0.8701472556894244,
+      "test_auc": 0.9596027297099683,
+      "test_f1": 0.873202614379085,
+      "test_precision": 0.8542199488491049,
+      "test_recall": 0.893048128342246
+    }
+  },
+  "157_amazon_5star": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        29104
+      ],
+      "test_balanced_acc": 0.817301056989935,
+      "test_accuracy": 0.8174358974358974,
+      "test_auc": 0.817301056989935,
+      "test_f1": 0.8387681159420289,
+      "test_precision": 0.7516233766233766,
+      "test_recall": 0.9487704918032787
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        29104,
+        20530,
+        12591,
+        13582
+      ],
+      "test_balanced_acc": 0.8286094186555357,
+      "test_accuracy": 0.8287179487179487,
+      "test_auc": 0.8402985828255967,
+      "test_f1": 0.845227062094532,
+      "test_precision": 0.7715736040609137,
+      "test_recall": 0.9344262295081968
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        29104,
+        20530,
+        12591,
+        13582,
+        11572,
+        23889,
+        21889,
+        2822,
+        27644,
+        624,
+        25598,
+        23418,
+        25720,
+        22013,
+        23986,
+        19682
+      ],
+      "test_balanced_acc": 0.8388742552260411,
+      "test_accuracy": 0.838974358974359,
+      "test_auc": 0.9073850439290402,
+      "test_f1": 0.8534080298786181,
+      "test_precision": 0.7838765008576329,
+      "test_recall": 0.9364754098360656
+    }
+  },
+  "158_code_C": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        18303
+      ],
+      "test_balanced_acc": 0.7839341045331945,
+      "test_accuracy": 0.7838655462184874,
+      "test_auc": 0.7839341045331946,
+      "test_f1": 0.7285774588433939,
+      "test_precision": 0.9795686719636776,
+      "test_recall": 0.5799731182795699
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        18303,
+        25379,
+        29923,
+        12594
+      ],
+      "test_balanced_acc": 0.7977100823625543,
+      "test_accuracy": 0.7976470588235294,
+      "test_auc": 0.8255811115690826,
+      "test_f1": 0.7510339123242349,
+      "test_precision": 0.9763440860215054,
+      "test_recall": 0.6102150537634409
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        18303,
+        25379,
+        29923,
+        12594,
+        10707,
+        8567,
+        22403,
+        18848,
+        5780,
+        32403,
+        25269,
+        5639,
+        21889,
+        12279,
+        25294,
+        26517
+      ],
+      "test_balanced_acc": 0.8729734762204338,
+      "test_accuracy": 0.8729411764705882,
+      "test_auc": 0.9484061236812229,
+      "test_f1": 0.8594795539033457,
+      "test_precision": 0.961730449251248,
+      "test_recall": 0.7768817204301075
+    }
+  },
+  "159_code_Python": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        6271
+      ],
+      "test_balanced_acc": 0.7688081653903724,
+      "test_accuracy": 0.7687394957983193,
+      "test_auc": 0.7688081653903724,
+      "test_f1": 0.7094594594594594,
+      "test_precision": 0.9545454545454546,
+      "test_recall": 0.5645161290322581
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        6271,
+        420,
+        24343,
+        1944
+      ],
+      "test_balanced_acc": 0.7942843352061957,
+      "test_accuracy": 0.7942857142857143,
+      "test_auc": 0.8956787679603155,
+      "test_f1": 0.7951807228915663,
+      "test_precision": 0.792,
+      "test_recall": 0.7983870967741935
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        6271,
+        420,
+        24343,
+        1944,
+        43,
+        23492,
+        7830,
+        4364,
+        404,
+        24430,
+        2751,
+        22574,
+        21603,
+        19052,
+        1999,
+        2890
+      ],
+      "test_balanced_acc": 0.8154862301234354,
+      "test_accuracy": 0.8154621848739496,
+      "test_auc": 0.9203830148021201,
+      "test_f1": 0.8013029315960912,
+      "test_precision": 0.8682352941176471,
+      "test_recall": 0.7439516129032258
+    }
+  },
+  "160_code_HTML": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        1943
+      ],
+      "test_balanced_acc": 0.7412401656651554,
+      "test_accuracy": 0.7411764705882353,
+      "test_auc": 0.7412401656651554,
+      "test_f1": 0.6807628524046434,
+      "test_precision": 0.8885281385281385,
+      "test_recall": 0.551747311827957
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        1943,
+        16613,
+        23418,
+        13633
+      ],
+      "test_balanced_acc": 0.7667052628153677,
+      "test_accuracy": 0.7667226890756302,
+      "test_auc": 0.8765072383596908,
+      "test_f1": 0.7782747603833866,
+      "test_precision": 0.7417783191230207,
+      "test_recall": 0.8185483870967742
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        1943,
+        16613,
+        23418,
+        13633,
+        6337,
+        27242,
+        739,
+        457,
+        31158,
+        23325,
+        24060,
+        14111,
+        29923,
+        29386,
+        7622,
+        31715
+      ],
+      "test_balanced_acc": 0.8087741610083086,
+      "test_accuracy": 0.8087394957983193,
+      "test_auc": 0.914137579452025,
+      "test_f1": 0.7868115399025852,
+      "test_precision": 0.8890770533446232,
+      "test_recall": 0.7056451612903226
+    }
+  },
+  "161_agnews_0": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        22093
+      ],
+      "test_balanced_acc": 0.9485887096774194,
+      "test_accuracy": 0.9485714285714286,
+      "test_auc": 0.9485887096774194,
+      "test_f1": 0.9458023379383634,
+      "test_precision": 1.0,
+      "test_recall": 0.8971774193548387
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        22093,
+        31511,
+        2371,
+        24729
+      ],
+      "test_balanced_acc": 0.9573252688172043,
+      "test_accuracy": 0.9573109243697479,
+      "test_auc": 0.9517945853309325,
+      "test_f1": 0.9554229554229554,
+      "test_precision": 1.0,
+      "test_recall": 0.9146505376344086
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        22093,
+        31511,
+        2371,
+        24729,
+        10209,
+        21474,
+        2696,
+        13729,
+        22016,
+        19527,
+        25880,
+        1197,
+        2029,
+        4627,
+        28968,
+        11760
+      ],
+      "test_balanced_acc": 0.990255376344086,
+      "test_accuracy": 0.9902521008403361,
+      "test_auc": 0.9984670007448062,
+      "test_f1": 0.9901594842212419,
+      "test_precision": 1.0,
+      "test_recall": 0.980510752688172
+    }
+  },
+  "162_agnews_1": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        24729
+      ],
+      "test_balanced_acc": 0.9186823437533895,
+      "test_accuracy": 0.9186554621848739,
+      "test_auc": 0.9186823437533895,
+      "test_f1": 0.9116143170197224,
+      "test_precision": 0.9984,
+      "test_recall": 0.8387096774193549
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        24729,
+        31511,
+        22093,
+        13729
+      ],
+      "test_balanced_acc": 0.932793665169823,
+      "test_accuracy": 0.9327731092436975,
+      "test_auc": 0.9411492342234853,
+      "test_f1": 0.9284180386542591,
+      "test_precision": 0.9931087289433385,
+      "test_recall": 0.8716397849462365
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        24729,
+        31511,
+        22093,
+        13729,
+        10209,
+        2371,
+        25880,
+        2696,
+        22016,
+        1197,
+        4627,
+        1999,
+        27093,
+        7023,
+        1944,
+        2813
+      ],
+      "test_balanced_acc": 0.9586689028931745,
+      "test_accuracy": 0.958655462184874,
+      "test_auc": 0.9941592818766225,
+      "test_f1": 0.9569478473923696,
+      "test_precision": 0.9985390796201608,
+      "test_recall": 0.9186827956989247
+    }
+  },
+  "163_agnews_2": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        2371
+      ],
+      "test_balanced_acc": 0.9109543010752688,
+      "test_accuracy": 0.9109243697478991,
+      "test_auc": 0.9109543010752688,
+      "test_f1": 0.9022500922168941,
+      "test_precision": 1.0,
+      "test_recall": 0.8219086021505376
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        2371,
+        24729,
+        31511,
+        22093
+      ],
+      "test_balanced_acc": 0.9385058047884534,
+      "test_accuracy": 0.9384873949579832,
+      "test_auc": 0.9414326040740179,
+      "test_f1": 0.9349448986846782,
+      "test_precision": 0.9924528301886792,
+      "test_recall": 0.883736559139785
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        2371,
+        24729,
+        31511,
+        22093,
+        21474,
+        13729,
+        10209,
+        2696,
+        25880,
+        22016,
+        1197,
+        4627,
+        2029,
+        27093,
+        28968,
+        11760
+      ],
+      "test_balanced_acc": 0.9828629032258065,
+      "test_accuracy": 0.9828571428571429,
+      "test_auc": 0.9971082264934088,
+      "test_f1": 0.9825641025641025,
+      "test_precision": 1.0,
+      "test_recall": 0.9657258064516129
+    }
+  }
+}
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/cfg.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/cfg.json
new file mode 100644
index 0000000000000000000000000000000000000000..abb0f404adf6bcd3f4e87559f79489fc0cb5cc9d
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/cfg.json
@@ -0,0 +1 @@
+{"d_sae": 32768, "device": "cuda", "dtype": "float32", "metadata": {"sae_lens_version": "6.39.0", "sae_lens_training_version": "6.39.0", "model_name": "gemma-2-2b", "hook_name": "blocks.12.hook_resid_post", "hook_head_index": null, "context_size": 1024, "prepend_bos": true, "seqpos_slice": [null], "model_from_pretrained_kwargs": {"center_writing_weights": false}, "dataset_path": "chanind/pile-uncopyrighted-gemma-1024-abbrv-2B", "model_class_name": "AutoModelForCausalLM", "exclude_special_tokens": true, "sequence_separator_token": "bos", "disable_concat_sequences": false}, "d_in": 2304, "normalize_activations": "none", "apply_b_dec_to_input": true, "reshape_activations": "none", "architecture": "jumprelu"}
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/binarized_probing_binarized_linear_results.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/binarized_probing_binarized_linear_results.json
new file mode 100644
index 0000000000000000000000000000000000000000..d223b147786ca905398c91b973dca4733d6fef1a
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/binarized_probing_binarized_linear_results.json
@@ -0,0 +1,6330 @@
+{
+  "5_hist_fig_ismale": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        21661
+      ],
+      "test_balanced_acc": 0.9086725941962799,
+      "test_accuracy": 0.9086792452830189,
+      "test_auc": 0.9086725941962798,
+      "test_f1": 0.9110512129380054,
+      "test_precision": 0.8881987577639752,
+      "test_recall": 0.9351106639839034
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        21661,
+        9425,
+        32365,
+        31715
+      ],
+      "test_balanced_acc": 0.9164736785078869,
+      "test_accuracy": 0.9164779874213836,
+      "test_auc": 0.9611353323767466,
+      "test_f1": 0.9179030662710188,
+      "test_precision": 0.9027237354085603,
+      "test_recall": 0.9336016096579477
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        21661,
+        9425,
+        32365,
+        31715,
+        19831,
+        9778,
+        2504,
+        8821,
+        21889,
+        7540,
+        85,
+        878,
+        30428,
+        31708,
+        27625,
+        15428
+      ],
+      "test_balanced_acc": 0.9091802956642725,
+      "test_accuracy": 0.9091823899371069,
+      "test_auc": 0.9676411513874388,
+      "test_f1": 0.909952606635071,
+      "test_precision": 0.9025235032162295,
+      "test_recall": 0.9175050301810865
+    }
+  },
+  "6_hist_fig_isamerican": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        1440
+      ],
+      "test_balanced_acc": 0.8158448678988881,
+      "test_accuracy": 0.8158490566037736,
+      "test_auc": 0.815844867898888,
+      "test_f1": 0.8189015338941118,
+      "test_precision": 0.8057448880233691,
+      "test_recall": 0.8324949698189135
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        1440,
+        31139,
+        31590,
+        30022
+      ],
+      "test_balanced_acc": 0.8724347848540666,
+      "test_accuracy": 0.8724528301886793,
+      "test_auc": 0.9298335306251198,
+      "test_f1": 0.8810138465149026,
+      "test_precision": 0.825780906291245,
+      "test_recall": 0.9441649899396378
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        1440,
+        31139,
+        31590,
+        30022,
+        6256,
+        32565,
+        29522,
+        6405,
+        28950,
+        23439,
+        23045,
+        22162,
+        24676,
+        14225,
+        14865,
+        21056
+      ],
+      "test_balanced_acc": 0.9114399532575422,
+      "test_accuracy": 0.9114465408805031,
+      "test_auc": 0.9607504108698492,
+      "test_f1": 0.9137254901960784,
+      "test_precision": 0.8910133843212237,
+      "test_recall": 0.937625754527163
+    }
+  },
+  "7_hist_fig_ispolitician": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        31715
+      ],
+      "test_balanced_acc": 0.5693233381162668,
+      "test_accuracy": 0.5693081761006289,
+      "test_auc": 0.5693233381162668,
+      "test_f1": 0.5417558886509636,
+      "test_precision": 0.5789473684210527,
+      "test_recall": 0.5090543259557344
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        31715,
+        7702,
+        2528,
+        18990
+      ],
+      "test_balanced_acc": 0.5876524876485891,
+      "test_accuracy": 0.5876729559748428,
+      "test_auc": 0.614749392175904,
+      "test_f1": 0.6187485461735287,
+      "test_precision": 0.5755084379056685,
+      "test_recall": 0.6690140845070423
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        31715,
+        7702,
+        2528,
+        18990,
+        14759,
+        31139,
+        11807,
+        3437,
+        878,
+        31569,
+        21889,
+        5105,
+        997,
+        8722,
+        16590,
+        23690
+      ],
+      "test_balanced_acc": 0.5989925461171659,
+      "test_accuracy": 0.5989937106918239,
+      "test_auc": 0.627056754214264,
+      "test_f1": 0.6009013520280421,
+      "test_precision": 0.5982053838484547,
+      "test_recall": 0.6036217303822937
+    }
+  },
+  "21_headline_istrump": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        21652
+      ],
+      "test_balanced_acc": 0.825655999408631,
+      "test_accuracy": 0.8256603773584905,
+      "test_auc": 0.825655999408631,
+      "test_f1": 0.8286773794808405,
+      "test_precision": 0.8147788040836169,
+      "test_recall": 0.8430583501006036
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        21652,
+        24021,
+        20078,
+        6974
+      ],
+      "test_balanced_acc": 0.85710323845438,
+      "test_accuracy": 0.8571069182389938,
+      "test_auc": 0.9283189068988669,
+      "test_f1": 0.8591968269707486,
+      "test_precision": 0.8470185728250245,
+      "test_recall": 0.8717303822937625
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        21652,
+        24021,
+        20078,
+        6974,
+        1440,
+        7078,
+        29853,
+        28345,
+        23070,
+        24487,
+        15106,
+        14506,
+        2029,
+        9500,
+        11440,
+        20578
+      ],
+      "test_balanced_acc": 0.8782375936545291,
+      "test_accuracy": 0.8782389937106918,
+      "test_auc": 0.9423074683632747,
+      "test_f1": 0.8789394697348675,
+      "test_precision": 0.8741293532338309,
+      "test_recall": 0.8838028169014085
+    }
+  },
+  "22_headline_isobama": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        21652
+      ],
+      "test_balanced_acc": 0.7115983524211372,
+      "test_accuracy": 0.7115689381933439,
+      "test_auc": 0.7115983524211373,
+      "test_f1": 0.7064516129032258,
+      "test_precision": 0.7203947368421053,
+      "test_recall": 0.6930379746835443
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        21652,
+        21157,
+        1440,
+        24487
+      ],
+      "test_balanced_acc": 0.7638738195700221,
+      "test_accuracy": 0.7638668779714739,
+      "test_auc": 0.833564396222624,
+      "test_f1": 0.7631160572337043,
+      "test_precision": 0.7667731629392971,
+      "test_recall": 0.759493670886076
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        21652,
+        21157,
+        1440,
+        24487,
+        16695,
+        27505,
+        7713,
+        7078,
+        6974,
+        24021,
+        13927,
+        25525,
+        10268,
+        23070,
+        491,
+        15106
+      ],
+      "test_balanced_acc": 0.8399236487844083,
+      "test_accuracy": 0.8399366085578447,
+      "test_auc": 0.9200773558368496,
+      "test_f1": 0.8414442700156985,
+      "test_precision": 0.8348909657320872,
+      "test_recall": 0.8481012658227848
+    }
+  },
+  "23_headline_ischina": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        1440
+      ],
+      "test_balanced_acc": 0.6745324893931008,
+      "test_accuracy": 0.6746698679471789,
+      "test_auc": 0.6745324893931008,
+      "test_f1": 0.7082884822389667,
+      "test_precision": 0.642578125,
+      "test_recall": 0.7889688249400479
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        1440,
+        24204,
+        23127,
+        3436
+      ],
+      "test_balanced_acc": 0.7034507009776794,
+      "test_accuracy": 0.7034813925570228,
+      "test_auc": 0.7887987686773659,
+      "test_f1": 0.7111111111111111,
+      "test_precision": 0.6940639269406392,
+      "test_recall": 0.7290167865707434
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        1440,
+        24204,
+        23127,
+        3436,
+        30573,
+        18659,
+        29740,
+        24021,
+        8096,
+        1596,
+        23070,
+        24487,
+        6158,
+        20088,
+        672,
+        14506
+      ],
+      "test_balanced_acc": 0.7839420771075447,
+      "test_accuracy": 0.7839135654261705,
+      "test_auc": 0.8503620180778455,
+      "test_f1": 0.7788697788697788,
+      "test_precision": 0.7984886649874056,
+      "test_recall": 0.7601918465227818
+    }
+  },
+  "24_headline_isiran": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        24204
+      ],
+      "test_balanced_acc": 0.7435492684111469,
+      "test_accuracy": 0.743801652892562,
+      "test_auc": 0.7435492684111469,
+      "test_f1": 0.7657430730478589,
+      "test_precision": 0.7069767441860465,
+      "test_recall": 0.8351648351648352
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        24204,
+        2883,
+        27505,
+        23395
+      ],
+      "test_balanced_acc": 0.7435492684111469,
+      "test_accuracy": 0.743801652892562,
+      "test_auc": 0.82564810879728,
+      "test_f1": 0.7657430730478589,
+      "test_precision": 0.7069767441860465,
+      "test_recall": 0.8351648351648352
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        24204,
+        2883,
+        27505,
+        23395,
+        1440,
+        3436,
+        32642,
+        22656,
+        14392,
+        8642,
+        18563,
+        18414,
+        11658,
+        18107,
+        11760,
+        23528
+      ],
+      "test_balanced_acc": 0.7658156760366706,
+      "test_accuracy": 0.7658402203856749,
+      "test_auc": 0.8444235322688362,
+      "test_f1": 0.7683923705722071,
+      "test_precision": 0.7621621621621621,
+      "test_recall": 0.7747252747252747
+    }
+  },
+  "26_headline_isfrontpage": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        1440
+      ],
+      "test_balanced_acc": 0.6394894277593087,
+      "test_accuracy": 0.6394968553459119,
+      "test_auc": 0.6394894277593087,
+      "test_f1": 0.6498900561935012,
+      "test_precision": 0.6318289786223278,
+      "test_recall": 0.6690140845070423
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        1440,
+        21652,
+        7078,
+        6974
+      ],
+      "test_balanced_acc": 0.6490767706389318,
+      "test_accuracy": 0.6490566037735849,
+      "test_auc": 0.698304446710459,
+      "test_f1": 0.6185397867104184,
+      "test_precision": 0.6776512881965249,
+      "test_recall": 0.5689134808853119
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        1440,
+        21652,
+        7078,
+        6974,
+        23070,
+        8028,
+        24487,
+        28345,
+        27635,
+        6230,
+        14486,
+        8683,
+        20759,
+        30428,
+        30523,
+        16040
+      ],
+      "test_balanced_acc": 0.665411188823935,
+      "test_accuracy": 0.6654088050314465,
+      "test_auc": 0.7326630897615184,
+      "test_f1": 0.6622651091924835,
+      "test_precision": 0.6687179487179488,
+      "test_recall": 0.6559356136820925
+    }
+  },
+  "36_sciq_tf": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        15631
+      ],
+      "test_balanced_acc": 0.6985687400700125,
+      "test_accuracy": 0.6986163522012578,
+      "test_auc": 0.6985687400700125,
+      "test_f1": 0.7466159052453468,
+      "test_precision": 0.6441605839416058,
+      "test_recall": 0.8878269617706237
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        15631,
+        15529,
+        32565,
+        21388
+      ],
+      "test_balanced_acc": 0.7753395055790202,
+      "test_accuracy": 0.7753459119496855,
+      "test_auc": 0.840292509966695,
+      "test_f1": 0.7809663968604366,
+      "test_precision": 0.762087123025371,
+      "test_recall": 0.8008048289738431
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        15631,
+        15529,
+        32565,
+        21388,
+        2047,
+        20393,
+        13046,
+        22137,
+        11485,
+        29386,
+        25582,
+        18246,
+        14893,
+        28268,
+        12868,
+        27662
+      ],
+      "test_balanced_acc": 0.8176042920836544,
+      "test_accuracy": 0.8176100628930818,
+      "test_auc": 0.8950578154381752,
+      "test_f1": 0.8217359232849767,
+      "test_precision": 0.8037518037518038,
+      "test_recall": 0.8405432595573441
+    }
+  },
+  "41_truthqa_tf": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        18107
+      ],
+      "test_balanced_acc": 0.6377551020408163,
+      "test_accuracy": 0.6363636363636364,
+      "test_auc": 0.6377551020408163,
+      "test_f1": 0.5813953488372093,
+      "test_precision": 0.6944444444444444,
+      "test_recall": 0.5
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        18107,
+        14212,
+        19003,
+        18777
+      ],
+      "test_balanced_acc": 0.573265306122449,
+      "test_accuracy": 0.5757575757575758,
+      "test_auc": 0.6895918367346938,
+      "test_f1": 0.6612903225806451,
+      "test_precision": 0.5540540540540541,
+      "test_recall": 0.82
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        18107,
+        14212,
+        19003,
+        18777,
+        14582,
+        24537,
+        9010,
+        8942,
+        7841,
+        2317,
+        30057,
+        5394,
+        13878,
+        24343,
+        2031,
+        11534
+      ],
+      "test_balanced_acc": 0.6763265306122449,
+      "test_accuracy": 0.6767676767676768,
+      "test_auc": 0.7555102040816327,
+      "test_f1": 0.6923076923076923,
+      "test_precision": 0.6666666666666666,
+      "test_recall": 0.72
+    }
+  },
+  "42_temp_sense": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        2489
+      ],
+      "test_balanced_acc": 0.6737896494156929,
+      "test_accuracy": 0.6738949124270225,
+      "test_auc": 0.6737896494156929,
+      "test_f1": 0.7105847520355293,
+      "test_precision": 0.6391478029294274,
+      "test_recall": 0.8
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        2489,
+        31537,
+        7004,
+        8642
+      ],
+      "test_balanced_acc": 0.710543962159154,
+      "test_accuracy": 0.7105921601334445,
+      "test_auc": 0.7688508625486923,
+      "test_f1": 0.7265563435776202,
+      "test_precision": 0.6890881913303438,
+      "test_recall": 0.7683333333333333
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        2489,
+        31537,
+        7004,
+        8642,
+        31117,
+        15631,
+        11893,
+        6230,
+        18107,
+        2358,
+        22033,
+        24888,
+        9073,
+        32669,
+        15529,
+        32330
+      ],
+      "test_balanced_acc": 0.7580717863105175,
+      "test_accuracy": 0.7581317764804003,
+      "test_auc": 0.8421953255425709,
+      "test_f1": 0.7744945567651633,
+      "test_precision": 0.7259475218658892,
+      "test_recall": 0.83
+    }
+  },
+  "44_phys_tf": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        2489
+      ],
+      "test_balanced_acc": 0.5906388254033511,
+      "test_accuracy": 0.590691823899371,
+      "test_auc": 0.5906388254033511,
+      "test_f1": 0.6619571992520258,
+      "test_precision": 0.5638938053097345,
+      "test_recall": 0.8013078470824949
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        2489,
+        31537,
+        12868,
+        6207
+      ],
+      "test_balanced_acc": 0.6032579472810694,
+      "test_accuracy": 0.6032704402515723,
+      "test_auc": 0.636212341993582,
+      "test_f1": 0.6220944164869399,
+      "test_precision": 0.594050343249428,
+      "test_recall": 0.6529175050301811
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        2489,
+        31537,
+        12868,
+        6207,
+        21648,
+        17891,
+        32330,
+        5508,
+        3873,
+        13644,
+        18150,
+        8879,
+        21997,
+        30356,
+        30940,
+        5713
+      ],
+      "test_balanced_acc": 0.6156037888123913,
+      "test_accuracy": 0.6155974842767296,
+      "test_auc": 0.6777075386389804,
+      "test_f1": 0.6057791537667698,
+      "test_precision": 0.621822033898305,
+      "test_recall": 0.5905432595573441
+    }
+  },
+  "47_reasoning_tf": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        2590
+      ],
+      "test_balanced_acc": 0.5536486834942556,
+      "test_accuracy": 0.5535607420706165,
+      "test_auc": 0.5536486834942556,
+      "test_f1": 0.47685834502103785,
+      "test_precision": 0.576271186440678,
+      "test_recall": 0.40669856459330145
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        2590,
+        8304,
+        10742,
+        14386
+      ],
+      "test_balanced_acc": 0.5578252585737615,
+      "test_accuracy": 0.5577498503889886,
+      "test_auc": 0.5775535054293327,
+      "test_f1": 0.4941820670773443,
+      "test_precision": 0.5776,
+      "test_recall": 0.4318181818181818
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        2590,
+        8304,
+        10742,
+        14386,
+        19552,
+        26696,
+        7004,
+        9171,
+        12891,
+        5209,
+        1121,
+        31862,
+        20933,
+        16704,
+        24802,
+        23686
+      ],
+      "test_balanced_acc": 0.5703270492507807,
+      "test_accuracy": 0.5703171753441053,
+      "test_auc": 0.5906626937512535,
+      "test_f1": 0.5632603406326034,
+      "test_precision": 0.573019801980198,
+      "test_recall": 0.5538277511961722
+    }
+  },
+  "48_cm_correct": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        21194
+      ],
+      "test_balanced_acc": 0.6053506494427056,
+      "test_accuracy": 0.6052830188679246,
+      "test_auc": 0.6053506494427056,
+      "test_f1": 0.4602683178534572,
+      "test_precision": 0.7279651795429815,
+      "test_recall": 0.3365191146881288
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        21194,
+        18107,
+        14748,
+        30180
+      ],
+      "test_balanced_acc": 0.5917223269156965,
+      "test_accuracy": 0.5916981132075472,
+      "test_auc": 0.6156923929080269,
+      "test_f1": 0.5482883384358475,
+      "test_precision": 0.6137071651090342,
+      "test_recall": 0.4954728370221328
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        21194,
+        18107,
+        14748,
+        30180,
+        16554,
+        17920,
+        2489,
+        19290,
+        3443,
+        1453,
+        28154,
+        31537,
+        1096,
+        8809,
+        5209,
+        23268
+      ],
+      "test_balanced_acc": 0.6284472056293473,
+      "test_accuracy": 0.6284276729559748,
+      "test_auc": 0.712112508974329,
+      "test_f1": 0.5972184346877557,
+      "test_precision": 0.6521739130434783,
+      "test_recall": 0.5508048289738431
+    }
+  },
+  "49_cm_isshort": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        6605
+      ],
+      "test_balanced_acc": 0.9974836436839456,
+      "test_accuracy": 0.9974842767295597,
+      "test_auc": 0.9974836436839457,
+      "test_f1": 0.997491219267436,
+      "test_precision": 0.994994994994995,
+      "test_recall": 1.0
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        6605,
+        6475,
+        16858,
+        27879
+      ],
+      "test_balanced_acc": 0.9974836436839456,
+      "test_accuracy": 0.9974842767295597,
+      "test_auc": 0.9999835449536677,
+      "test_f1": 0.997491219267436,
+      "test_precision": 0.994994994994995,
+      "test_recall": 1.0
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        6605,
+        6475,
+        16858,
+        27879,
+        31511,
+        22355,
+        15138,
+        9313,
+        18492,
+        992,
+        7007,
+        8642,
+        8873,
+        13729,
+        11039,
+        31172
+      ],
+      "test_balanced_acc": 0.9987418218419728,
+      "test_accuracy": 0.9987421383647799,
+      "test_auc": 0.9999979747635284,
+      "test_f1": 0.9987440341622708,
+      "test_precision": 0.997491219267436,
+      "test_recall": 1.0
+    }
+  },
+  "50_deon_isvalid": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        31537
+      ],
+      "test_balanced_acc": 0.6329114596993132,
+      "test_accuracy": 0.6329559748427673,
+      "test_auc": 0.6329114596993132,
+      "test_f1": 0.6881812353066895,
+      "test_precision": 0.5982905982905983,
+      "test_recall": 0.8098591549295775
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        31537,
+        2489,
+        25598,
+        5608
+      ],
+      "test_balanced_acc": 0.6442963265248258,
+      "test_accuracy": 0.6442767295597485,
+      "test_auc": 0.7253950223737998,
+      "test_f1": 0.6142935079105292,
+      "test_precision": 0.6710369487485102,
+      "test_recall": 0.5663983903420523
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        31537,
+        2489,
+        25598,
+        5608,
+        16696,
+        160,
+        407,
+        20455,
+        20887,
+        19674,
+        20915,
+        3248,
+        5085,
+        18492,
+        1781,
+        5034
+      ],
+      "test_balanced_acc": 0.6885600214270019,
+      "test_accuracy": 0.6885534591194968,
+      "test_auc": 0.7688779886161459,
+      "test_f1": 0.6802685950413223,
+      "test_precision": 0.6990445859872612,
+      "test_recall": 0.6624748490945674
+    }
+  },
+  "51_just_is": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        2489
+      ],
+      "test_balanced_acc": 0.6689335813572932,
+      "test_accuracy": 0.6689308176100629,
+      "test_auc": 0.6689335813572932,
+      "test_f1": 0.6653102746693794,
+      "test_precision": 0.6728395061728395,
+      "test_recall": 0.6579476861167002
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        2489,
+        31537,
+        10648,
+        5608
+      ],
+      "test_balanced_acc": 0.6709513497694775,
+      "test_accuracy": 0.6709433962264151,
+      "test_auc": 0.7201554824670215,
+      "test_f1": 0.6602597402597402,
+      "test_precision": 0.6825993555316864,
+      "test_recall": 0.6393360160965795
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        2489,
+        31537,
+        10648,
+        5608,
+        11039,
+        5085,
+        25598,
+        3248,
+        3275,
+        23268,
+        11572,
+        20970,
+        2696,
+        15241,
+        9669,
+        31394
+      ],
+      "test_balanced_acc": 0.7111935579253073,
+      "test_accuracy": 0.7111949685534591,
+      "test_auc": 0.7866653873922954,
+      "test_f1": 0.7128564282141071,
+      "test_precision": 0.7089552238805971,
+      "test_recall": 0.7168008048289738
+    }
+  },
+  "52_virtue_is": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        12267
+      ],
+      "test_balanced_acc": 0.7072713790224412,
+      "test_accuracy": 0.7072273324572931,
+      "test_auc": 0.7072713790224413,
+      "test_f1": 0.6483585858585859,
+      "test_precision": 0.8118577075098814,
+      "test_recall": 0.5396741986337362
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        12267,
+        23964,
+        23600,
+        23858
+      ],
+      "test_balanced_acc": 0.7747836306943544,
+      "test_accuracy": 0.7747700394218134,
+      "test_auc": 0.8420149047964004,
+      "test_f1": 0.7625380991964533,
+      "test_precision": 0.8065650644783119,
+      "test_recall": 0.7230688386757751
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        12267,
+        23964,
+        23600,
+        23858,
+        28705,
+        25055,
+        3222,
+        10259,
+        12108,
+        3623,
+        2574,
+        25157,
+        19199,
+        14934,
+        7271,
+        19184
+      ],
+      "test_balanced_acc": 0.8207613138367501,
+      "test_accuracy": 0.8207621550591327,
+      "test_auc": 0.9136793805563521,
+      "test_f1": 0.821372446306967,
+      "test_precision": 0.8187989556135771,
+      "test_recall": 0.8239621650026274
+    }
+  },
+  "54_cs_tf": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        10969
+      ],
+      "test_balanced_acc": 0.5217493942011404,
+      "test_accuracy": 0.5217610062893082,
+      "test_auc": 0.5217493942011404,
+      "test_f1": 0.5429189709064679,
+      "test_precision": 0.5200368493781667,
+      "test_recall": 0.567907444668008
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        10969,
+        5713,
+        24729,
+        21997
+      ],
+      "test_balanced_acc": 0.5258010063400028,
+      "test_accuracy": 0.5257861635220126,
+      "test_auc": 0.5370008171829164,
+      "test_f1": 0.49612403100775193,
+      "test_precision": 0.5293782087849401,
+      "test_recall": 0.46680080482897385
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        10969,
+        5713,
+        24729,
+        21997,
+        12104,
+        21599,
+        17322,
+        1944,
+        14067,
+        6158,
+        26785,
+        18492,
+        1096,
+        28627,
+        9792,
+        23439
+      ],
+      "test_balanced_acc": 0.5497009485195015,
+      "test_accuracy": 0.549685534591195,
+      "test_auc": 0.5632175033087301,
+      "test_f1": 0.5203644158628081,
+      "test_precision": 0.5567660550458715,
+      "test_recall": 0.48843058350100604
+    }
+  },
+  "56_wikidatasex_or_gender": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        21661
+      ],
+      "test_balanced_acc": 0.9768599012292173,
+      "test_accuracy": 0.9768553459119497,
+      "test_auc": 0.9768599012292173,
+      "test_f1": 0.9764344262295082,
+      "test_precision": 0.9947807933194155,
+      "test_recall": 0.9587525150905433
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        21661,
+        6230,
+        17781,
+        13489
+      ],
+      "test_balanced_acc": 0.9826437234377579,
+      "test_accuracy": 0.9826415094339622,
+      "test_auc": 0.9929090142262735,
+      "test_f1": 0.9824917533620908,
+      "test_precision": 0.9912954429083461,
+      "test_recall": 0.9738430583501007
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        21661,
+        6230,
+        17781,
+        13489,
+        6883,
+        29105,
+        26461,
+        17891,
+        9425,
+        15529,
+        17047,
+        31590,
+        1440,
+        15393,
+        11485,
+        8722
+      ],
+      "test_balanced_acc": 0.9766028227745942,
+      "test_accuracy": 0.9766037735849057,
+      "test_auc": 0.9972656776086818,
+      "test_f1": 0.9766975695314457,
+      "test_precision": 0.9730404393409885,
+      "test_recall": 0.9803822937625755
+    }
+  },
+  "57_wikidatais_alive": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        17047
+      ],
+      "test_balanced_acc": 0.8155577906290283,
+      "test_accuracy": 0.8155974842767295,
+      "test_auc": 0.8155577906290283,
+      "test_f1": 0.8407560286769498,
+      "test_precision": 0.739961759082218,
+      "test_recall": 0.9733400402414487
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        17047,
+        18738,
+        5547,
+        6883
+      ],
+      "test_balanced_acc": 0.8898097948536716,
+      "test_accuracy": 0.889811320754717,
+      "test_auc": 0.9554937830303412,
+      "test_f1": 0.8905,
+      "test_precision": 0.8851888667992047,
+      "test_recall": 0.8958752515090543
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        17047,
+        18738,
+        5547,
+        6883,
+        23208,
+        19218,
+        13243,
+        25279,
+        26735,
+        29051,
+        19321,
+        21036,
+        6230,
+        29105,
+        25146,
+        667
+      ],
+      "test_balanced_acc": 0.9539597929803278,
+      "test_accuracy": 0.9539622641509434,
+      "test_auc": 0.9892071351106133,
+      "test_f1": 0.9544209215442092,
+      "test_precision": 0.9452392698569314,
+      "test_recall": 0.9637826961770624
+    }
+  },
+  "58_wikidatapolitical_party": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        11440
+      ],
+      "test_balanced_acc": 0.845617521709347,
+      "test_accuracy": 0.8455696202531645,
+      "test_auc": 0.845617521709347,
+      "test_f1": 0.8295136948015651,
+      "test_precision": 0.9263420724094882,
+      "test_recall": 0.7510121457489879
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        11440,
+        17781,
+        5285,
+        30706
+      ],
+      "test_balanced_acc": 0.8607704818511089,
+      "test_accuracy": 0.8607594936708861,
+      "test_auc": 0.9145275217503661,
+      "test_f1": 0.8577340920848422,
+      "test_precision": 0.8772486772486773,
+      "test_recall": 0.8390688259109311
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        11440,
+        17781,
+        5285,
+        30706,
+        13489,
+        11123,
+        28512,
+        22969,
+        18966,
+        6859,
+        3639,
+        16628,
+        3342,
+        5511,
+        30423,
+        6798
+      ],
+      "test_balanced_acc": 0.8632967443157813,
+      "test_accuracy": 0.8632911392405064,
+      "test_auc": 0.9361532923962935,
+      "test_f1": 0.8618219037871033,
+      "test_precision": 0.8716356107660456,
+      "test_recall": 0.8522267206477733
+    }
+  },
+  "59_wikidata_occupation_isjournalist": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        6883
+      ],
+      "test_balanced_acc": 0.7097085703706196,
+      "test_accuracy": 0.7097435897435898,
+      "test_auc": 0.7097085703706196,
+      "test_f1": 0.7195242814667988,
+      "test_precision": 0.6967370441458733,
+      "test_recall": 0.7438524590163934
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        6883,
+        20252,
+        717,
+        25666
+      ],
+      "test_balanced_acc": 0.8328950247416433,
+      "test_accuracy": 0.8328205128205128,
+      "test_auc": 0.8743856666778873,
+      "test_f1": 0.8198895027624309,
+      "test_precision": 0.8896882494004796,
+      "test_recall": 0.7602459016393442
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        6883,
+        20252,
+        717,
+        25666,
+        31619,
+        4706,
+        8344,
+        31776,
+        32565,
+        1862,
+        913,
+        2273,
+        6405,
+        30352,
+        24935,
+        10743
+      ],
+      "test_balanced_acc": 0.8636537684720773,
+      "test_accuracy": 0.8635897435897436,
+      "test_auc": 0.9015110075066483,
+      "test_f1": 0.8546448087431694,
+      "test_precision": 0.9156908665105387,
+      "test_recall": 0.8012295081967213
+    }
+  },
+  "60_wikidata_occupation_isathlete": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        32390
+      ],
+      "test_balanced_acc": 0.811389150705221,
+      "test_accuracy": 0.8112820512820513,
+      "test_auc": 0.8113891507052209,
+      "test_f1": 0.7894736842105263,
+      "test_precision": 0.8937823834196891,
+      "test_recall": 0.7069672131147541
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        32390,
+        9526,
+        22727,
+        26175
+      ],
+      "test_balanced_acc": 0.8544177298279867,
+      "test_accuracy": 0.8543589743589743,
+      "test_auc": 0.8878042212273202,
+      "test_f1": 0.8456521739130435,
+      "test_precision": 0.9004629629629629,
+      "test_recall": 0.7971311475409836
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        32390,
+        9526,
+        22727,
+        26175,
+        1862,
+        25279,
+        7841,
+        4524,
+        31776,
+        19218,
+        6883,
+        27322,
+        15529,
+        11485,
+        11092,
+        8957
+      ],
+      "test_balanced_acc": 0.865700844918706,
+      "test_accuracy": 0.8656410256410256,
+      "test_auc": 0.9168461978658229,
+      "test_f1": 0.8574537540805223,
+      "test_precision": 0.91415313225058,
+      "test_recall": 0.8073770491803278
+    }
+  },
+  "61_wikidata_occupation_isactor": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        13243
+      ],
+      "test_balanced_acc": 0.8174714713703841,
+      "test_accuracy": 0.8174358974358974,
+      "test_auc": 0.8174714713703841,
+      "test_f1": 0.8110403397027601,
+      "test_precision": 0.8414096916299559,
+      "test_recall": 0.7827868852459017
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        13243,
+        20652,
+        10585,
+        1862
+      ],
+      "test_balanced_acc": 0.8585202982462046,
+      "test_accuracy": 0.8584615384615385,
+      "test_auc": 0.9029416467499243,
+      "test_f1": 0.85,
+      "test_precision": 0.9050925925925926,
+      "test_recall": 0.8012295081967213
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        13243,
+        20652,
+        10585,
+        1862,
+        2453,
+        9431,
+        25279,
+        21036,
+        30359,
+        8646,
+        21889,
+        5230,
+        913,
+        31776,
+        11000,
+        3677
+      ],
+      "test_balanced_acc": 0.8656798061063049,
+      "test_accuracy": 0.8656410256410256,
+      "test_auc": 0.9169177298279866,
+      "test_f1": 0.8604898828541001,
+      "test_precision": 0.8957871396895787,
+      "test_recall": 0.8278688524590164
+    }
+  },
+  "62_wikidata_occupation_ispolitician": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        6230
+      ],
+      "test_balanced_acc": 0.7086355909381628,
+      "test_accuracy": 0.7087179487179487,
+      "test_auc": 0.7086355909381626,
+      "test_f1": 0.7305502846299811,
+      "test_precision": 0.6802120141342756,
+      "test_recall": 0.7889344262295082
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        6230,
+        22112,
+        29105,
+        17047
+      ],
+      "test_balanced_acc": 0.7969039283670516,
+      "test_accuracy": 0.796923076923077,
+      "test_auc": 0.8765000673241997,
+      "test_f1": 0.8008048289738431,
+      "test_precision": 0.7865612648221344,
+      "test_recall": 0.8155737704918032
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        6230,
+        22112,
+        29105,
+        17047,
+        13243,
+        18990,
+        16438,
+        17891,
+        686,
+        3976,
+        5034,
+        11092,
+        25279,
+        31715,
+        30299,
+        14893
+      ],
+      "test_balanced_acc": 0.8574262800013465,
+      "test_accuracy": 0.8574358974358974,
+      "test_auc": 0.935598091358939,
+      "test_f1": 0.8588832487309644,
+      "test_precision": 0.8511066398390342,
+      "test_recall": 0.8668032786885246
+    }
+  },
+  "63_wikidata_occupation_issinger": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        32004
+      ],
+      "test_balanced_acc": 0.8257670751001447,
+      "test_accuracy": 0.8256410256410256,
+      "test_auc": 0.8257670751001446,
+      "test_f1": 0.8014018691588785,
+      "test_precision": 0.9320652173913043,
+      "test_recall": 0.7028688524590164
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        32004,
+        11092,
+        29621,
+        30299
+      ],
+      "test_balanced_acc": 0.8615919648567678,
+      "test_accuracy": 0.8615384615384616,
+      "test_auc": 0.8871751607365267,
+      "test_f1": 0.8540540540540541,
+      "test_precision": 0.9038901601830663,
+      "test_recall": 0.8094262295081968
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        32004,
+        11092,
+        29621,
+        30299,
+        6317,
+        25951,
+        13243,
+        7841,
+        21530,
+        15989,
+        5086,
+        21574,
+        15568,
+        29522,
+        21303,
+        5547
+      ],
+      "test_balanced_acc": 0.8574957080822703,
+      "test_accuracy": 0.8574358974358974,
+      "test_auc": 0.9152241054296966,
+      "test_f1": 0.8487486398258978,
+      "test_precision": 0.9048723897911833,
+      "test_recall": 0.7991803278688525
+    }
+  },
+  "64_wikidata_occupation_isresearcher": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        22162
+      ],
+      "test_balanced_acc": 0.8738607038928239,
+      "test_accuracy": 0.8737967914438503,
+      "test_auc": 0.8738607038928237,
+      "test_f1": 0.865909090909091,
+      "test_precision": 0.9247572815533981,
+      "test_recall": 0.8141025641025641
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        22162,
+        13513,
+        15428,
+        2317
+      ],
+      "test_balanced_acc": 0.8770383791797067,
+      "test_accuracy": 0.8770053475935828,
+      "test_auc": 0.9183161295045664,
+      "test_f1": 0.8732083792723263,
+      "test_precision": 0.9020501138952164,
+      "test_recall": 0.8461538461538461
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        22162,
+        13513,
+        15428,
+        2317,
+        30359,
+        6405,
+        18823,
+        31590,
+        30477,
+        1441,
+        25279,
+        6883,
+        7841,
+        19218,
+        28950,
+        21036
+      ],
+      "test_balanced_acc": 0.8984196270063507,
+      "test_accuracy": 0.8983957219251337,
+      "test_auc": 0.9543640989037134,
+      "test_f1": 0.8961748633879781,
+      "test_precision": 0.9172259507829977,
+      "test_recall": 0.8760683760683761
+    }
+  },
+  "65_high-school": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        20101
+      ],
+      "test_balanced_acc": 0.9834546140213215,
+      "test_accuracy": 0.983448275862069,
+      "test_auc": 0.9834546140213215,
+      "test_f1": 0.983224603914259,
+      "test_precision": 0.997164461247637,
+      "test_recall": 0.9696691176470589
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        20101,
+        17589,
+        11676,
+        27610
+      ],
+      "test_balanced_acc": 0.9839129045132313,
+      "test_accuracy": 0.9839080459770115,
+      "test_auc": 0.9961015713783214,
+      "test_f1": 0.983743613562471,
+      "test_precision": 0.9943661971830986,
+      "test_recall": 0.9733455882352942
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        20101,
+        17589,
+        11676,
+        27610,
+        7798,
+        18659,
+        13513,
+        8902,
+        15529,
+        5176,
+        2230,
+        25715,
+        5034,
+        21889,
+        11807,
+        22000
+      ],
+      "test_balanced_acc": 0.9885093383029384,
+      "test_accuracy": 0.9885057471264368,
+      "test_auc": 0.9971259605498133,
+      "test_f1": 0.9884205650764243,
+      "test_precision": 0.996265172735761,
+      "test_recall": 0.9806985294117647
+    }
+  },
+  "66_living-room": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        14645
+      ],
+      "test_balanced_acc": 0.9689447771197321,
+      "test_accuracy": 0.968944099378882,
+      "test_auc": 0.968944777119732,
+      "test_f1": 0.9689143950263032,
+      "test_precision": 0.9703065134099617,
+      "test_recall": 0.9675262655205349
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        14645,
+        17589,
+        3469,
+        11807
+      ],
+      "test_balanced_acc": 0.9890148672068607,
+      "test_accuracy": 0.989010989010989,
+      "test_auc": 0.99785054631187,
+      "test_f1": 0.9889263360616274,
+      "test_precision": 0.9970873786407767,
+      "test_recall": 0.9808978032473734
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        14645,
+        17589,
+        3469,
+        11807,
+        17546,
+        30035,
+        32329,
+        23365,
+        27888,
+        28156,
+        14284,
+        6508,
+        28837,
+        13513,
+        25889,
+        1827
+      ],
+      "test_balanced_acc": 0.9947441565722697,
+      "test_accuracy": 0.9947443860487338,
+      "test_auc": 0.9996128426661991,
+      "test_f1": 0.9947494033412888,
+      "test_precision": 0.9942748091603053,
+      "test_recall": 0.9952244508118434
+    }
+  },
+  "67_social-security": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        10706
+      ],
+      "test_balanced_acc": 0.9926470588235294,
+      "test_accuracy": 0.9926436781609196,
+      "test_auc": 0.9926470588235294,
+      "test_f1": 0.9925925925925926,
+      "test_precision": 1.0,
+      "test_recall": 0.9852941176470589
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        10706,
+        23338,
+        20068,
+        13869
+      ],
+      "test_balanced_acc": 0.9958639705882353,
+      "test_accuracy": 0.9958620689655172,
+      "test_auc": 0.9998287752313437,
+      "test_f1": 0.9958467928011075,
+      "test_precision": 1.0,
+      "test_recall": 0.9917279411764706
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        10706,
+        23338,
+        20068,
+        13869,
+        17589,
+        20248,
+        4016,
+        23603,
+        28584,
+        5963,
+        8061,
+        1275,
+        8344,
+        477,
+        29471,
+        15019
+      ],
+      "test_balanced_acc": 0.9908050185345527,
+      "test_accuracy": 0.9908045977011494,
+      "test_auc": 0.99951718843011,
+      "test_f1": 0.9908003679852806,
+      "test_precision": 0.9917127071823204,
+      "test_recall": 0.9898897058823529
+    }
+  },
+  "68_credit-card": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        17589
+      ],
+      "test_balanced_acc": 0.9374983088911737,
+      "test_accuracy": 0.9374712643678161,
+      "test_auc": 0.9374983088911737,
+      "test_f1": 0.93359375,
+      "test_precision": 0.9958333333333333,
+      "test_recall": 0.8786764705882353
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        17589,
+        12572,
+        17350,
+        7798
+      ],
+      "test_balanced_acc": 0.9650726838573516,
+      "test_accuracy": 0.9650574712643678,
+      "test_auc": 0.989525694707506,
+      "test_f1": 0.9638783269961977,
+      "test_precision": 0.9980314960629921,
+      "test_recall": 0.9319852941176471
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        17589,
+        12572,
+        17350,
+        7798,
+        13513,
+        15529,
+        9792,
+        18463,
+        17355,
+        18259,
+        31111,
+        8061,
+        24265,
+        26510,
+        1209,
+        5963
+      ],
+      "test_balanced_acc": 0.974261746441907,
+      "test_accuracy": 0.9742528735632184,
+      "test_auc": 0.9899006980897235,
+      "test_f1": 0.9737582005623243,
+      "test_precision": 0.9933078393881453,
+      "test_recall": 0.9549632352941176
+    }
+  },
+  "69_blood-pressure": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        7165
+      ],
+      "test_balanced_acc": 0.9802389705882353,
+      "test_accuracy": 0.9802298850574712,
+      "test_auc": 0.9802389705882353,
+      "test_f1": 0.9798406000937646,
+      "test_precision": 1.0,
+      "test_recall": 0.9604779411764706
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        7165,
+        17589,
+        23742,
+        3334
+      ],
+      "test_balanced_acc": 0.9944810663455814,
+      "test_accuracy": 0.9944827586206897,
+      "test_auc": 0.9998148235835272,
+      "test_f1": 0.9945054945054945,
+      "test_precision": 0.9908759124087592,
+      "test_recall": 0.9981617647058824
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        7165,
+        17589,
+        23742,
+        3334,
+        12440,
+        27595,
+        14093,
+        10727,
+        13412,
+        28057,
+        3399,
+        27604,
+        6203,
+        17350,
+        8061,
+        361
+      ],
+      "test_balanced_acc": 0.9977022058823529,
+      "test_accuracy": 0.9977011494252873,
+      "test_auc": 0.9999695600411278,
+      "test_f1": 0.9976969138645785,
+      "test_precision": 1.0,
+      "test_recall": 0.9954044117647058
+    }
+  },
+  "70_prime-factors": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        27307
+      ],
+      "test_balanced_acc": 0.9995404411764706,
+      "test_accuracy": 0.9995402298850574,
+      "test_auc": 0.9995404411764706,
+      "test_f1": 0.9995402298850574,
+      "test_precision": 1.0,
+      "test_recall": 0.9990808823529411
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        27307,
+        11177,
+        6850,
+        23758
+      ],
+      "test_balanced_acc": 0.9995404411764706,
+      "test_accuracy": 0.9995402298850574,
+      "test_auc": 0.9999983088911737,
+      "test_f1": 0.9995402298850574,
+      "test_precision": 1.0,
+      "test_recall": 0.9990808823529411
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        27307,
+        11177,
+        6850,
+        23758,
+        12434,
+        15348,
+        29898,
+        17749,
+        21682,
+        2772,
+        14925,
+        31889,
+        7478,
+        31708,
+        1391,
+        25159
+      ],
+      "test_balanced_acc": 0.9954039889874993,
+      "test_accuracy": 0.9954022988505747,
+      "test_auc": 0.9999433478543212,
+      "test_f1": 0.9953874538745388,
+      "test_precision": 0.9990740740740741,
+      "test_recall": 0.9917279411764706
+    }
+  },
+  "71_social-media": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        10501
+      ],
+      "test_balanced_acc": 0.9761029411764706,
+      "test_accuracy": 0.9760919540229885,
+      "test_auc": 0.9761029411764706,
+      "test_f1": 0.975517890772128,
+      "test_precision": 1.0,
+      "test_recall": 0.9522058823529411
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        10501,
+        17589,
+        5822,
+        23289
+      ],
+      "test_balanced_acc": 0.98804597448455,
+      "test_accuracy": 0.9880459770114942,
+      "test_auc": 0.9965150474863358,
+      "test_f1": 0.9880514705882353,
+      "test_precision": 0.9880514705882353,
+      "test_recall": 0.9880514705882353
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        10501,
+        17589,
+        5822,
+        23289,
+        23208,
+        18259,
+        11457,
+        24021,
+        8902,
+        3151,
+        17350,
+        11807,
+        7053,
+        23669,
+        6825,
+        15529
+      ],
+      "test_balanced_acc": 0.9977022058823529,
+      "test_accuracy": 0.9977011494252873,
+      "test_auc": 0.9987722549921532,
+      "test_f1": 0.9976969138645785,
+      "test_precision": 1.0,
+      "test_recall": 0.9954044117647058
+    }
+  },
+  "72_gene-expression": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        15445
+      ],
+      "test_balanced_acc": 0.8322436955462957,
+      "test_accuracy": 0.832183908045977,
+      "test_auc": 0.8322436955462957,
+      "test_f1": 0.8071843634442684,
+      "test_precision": 0.9490683229813665,
+      "test_recall": 0.7022058823529411
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        15445,
+        279,
+        17350,
+        29985
+      ],
+      "test_balanced_acc": 0.9374763244764328,
+      "test_accuracy": 0.9374712643678161,
+      "test_auc": 0.9806516011418366,
+      "test_f1": 0.9368029739776952,
+      "test_precision": 0.9473684210526315,
+      "test_recall": 0.9264705882352942
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        15445,
+        279,
+        17350,
+        29985,
+        13513,
+        23055,
+        17978,
+        10727,
+        13489,
+        13860,
+        26936,
+        29617,
+        525,
+        25126,
+        13105,
+        31056
+      ],
+      "test_balanced_acc": 0.978852684127929,
+      "test_accuracy": 0.9788505747126437,
+      "test_auc": 0.9967725188051301,
+      "test_f1": 0.9787626962142197,
+      "test_precision": 0.9833024118738405,
+      "test_recall": 0.9742647058823529
+    }
+  },
+  "73_control-group": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        22816
+      ],
+      "test_balanced_acc": 0.9609311583419016,
+      "test_accuracy": 0.960919540229885,
+      "test_auc": 0.9609311583419016,
+      "test_f1": 0.95992456388496,
+      "test_precision": 0.9854791868344628,
+      "test_recall": 0.9356617647058824
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        22816,
+        13864,
+        14391,
+        5484
+      ],
+      "test_balanced_acc": 0.9646067833757238,
+      "test_accuracy": 0.9645977011494253,
+      "test_auc": 0.9751622618918773,
+      "test_f1": 0.9639006094702297,
+      "test_precision": 0.9837320574162679,
+      "test_recall": 0.9448529411764706
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        22816,
+        13864,
+        14391,
+        5484,
+        32593,
+        20881,
+        13255,
+        5747,
+        17210,
+        13513,
+        4525,
+        18970,
+        32339,
+        29011,
+        25518,
+        5034
+      ],
+      "test_balanced_acc": 0.973797959846312,
+      "test_accuracy": 0.9737931034482759,
+      "test_auc": 0.9901556327452784,
+      "test_f1": 0.9735253135160241,
+      "test_precision": 0.984037558685446,
+      "test_recall": 0.9632352941176471
+    }
+  },
+  "74_magnetic-field": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        12440
+      ],
+      "test_balanced_acc": 0.9328891917852697,
+      "test_accuracy": 0.9328735632183908,
+      "test_auc": 0.9328891917852699,
+      "test_f1": 0.9305423406279734,
+      "test_precision": 0.9644970414201184,
+      "test_recall": 0.8988970588235294
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        12440,
+        25613,
+        8902,
+        17589
+      ],
+      "test_balanced_acc": 0.9609290444558689,
+      "test_accuracy": 0.960919540229885,
+      "test_auc": 0.9865024149034038,
+      "test_f1": 0.9601126231816048,
+      "test_precision": 0.9808245445829339,
+      "test_recall": 0.9402573529411765
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        12440,
+        25613,
+        8902,
+        17589,
+        17781,
+        361,
+        212,
+        1,
+        1405,
+        10941,
+        27719,
+        16368,
+        9792,
+        15529,
+        30922,
+        25084
+      ],
+      "test_balanced_acc": 0.9590819308404135,
+      "test_accuracy": 0.9590804597701149,
+      "test_auc": 0.988757931300395,
+      "test_f1": 0.958967266021208,
+      "test_precision": 0.9620721554116559,
+      "test_recall": 0.9558823529411765
+    }
+  },
+  "75_cell-lines": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        13783
+      ],
+      "test_balanced_acc": 0.9659926470588236,
+      "test_accuracy": 0.9659770114942529,
+      "test_auc": 0.9659926470588236,
+      "test_f1": 0.9647954329210275,
+      "test_precision": 1.0,
+      "test_recall": 0.9319852941176471
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        13783,
+        27225,
+        11807,
+        20080
+      ],
+      "test_balanced_acc": 0.9829929413117593,
+      "test_accuracy": 0.9829885057471265,
+      "test_auc": 0.988452263380053,
+      "test_f1": 0.982830626450116,
+      "test_precision": 0.9925023430178069,
+      "test_recall": 0.9733455882352942
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        13783,
+        27225,
+        11807,
+        20080,
+        541,
+        13592,
+        4133,
+        5034,
+        11364,
+        2171,
+        17589,
+        8666,
+        17553,
+        18259,
+        30823,
+        31715
+      ],
+      "test_balanced_acc": 0.9825325369338167,
+      "test_accuracy": 0.9825287356321839,
+      "test_auc": 0.9947782787217925,
+      "test_f1": 0.9823911028730306,
+      "test_precision": 0.9906542056074766,
+      "test_recall": 0.9742647058823529
+    }
+  },
+  "76_trial-court": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        13880
+      ],
+      "test_balanced_acc": 0.9696686948698523,
+      "test_accuracy": 0.9696551724137931,
+      "test_auc": 0.9696686948698523,
+      "test_f1": 0.96875,
+      "test_precision": 0.9990234375,
+      "test_recall": 0.9402573529411765
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        13880,
+        3880,
+        16827,
+        32128
+      ],
+      "test_balanced_acc": 0.9696678493154391,
+      "test_accuracy": 0.9696551724137931,
+      "test_auc": 0.9775894258347314,
+      "test_f1": 0.9688090737240076,
+      "test_precision": 0.9970817120622568,
+      "test_recall": 0.9420955882352942
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        13880,
+        3880,
+        16827,
+        32128,
+        5304,
+        27875,
+        6414,
+        13513,
+        13255,
+        5617,
+        2392,
+        204,
+        17503,
+        15730,
+        29386,
+        30786
+      ],
+      "test_balanced_acc": 0.9793194301639699,
+      "test_accuracy": 0.9793103448275862,
+      "test_auc": 0.9909162089398776,
+      "test_f1": 0.9789029535864979,
+      "test_precision": 0.999043062200957,
+      "test_recall": 0.9595588235294118
+    }
+  },
+  "77_second-derivative": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        9536
+      ],
+      "test_balanced_acc": 0.9512626664051085,
+      "test_accuracy": 0.9512643678160919,
+      "test_auc": 0.9512626664051085,
+      "test_f1": 0.9514652014652014,
+      "test_precision": 0.947992700729927,
+      "test_recall": 0.9549632352941176
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        9536,
+        14102,
+        2930,
+        15426
+      ],
+      "test_balanced_acc": 0.9908050185345527,
+      "test_accuracy": 0.9908045977011494,
+      "test_auc": 0.996544641890795,
+      "test_f1": 0.9908003679852806,
+      "test_precision": 0.9917127071823204,
+      "test_recall": 0.9898897058823529
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        9536,
+        14102,
+        2930,
+        15426,
+        9770,
+        23080,
+        1329,
+        20248,
+        8677,
+        13677,
+        19945,
+        11963,
+        400,
+        21141,
+        31530,
+        18834
+      ],
+      "test_balanced_acc": 0.994941470723524,
+      "test_accuracy": 0.9949425287356322,
+      "test_auc": 0.998305931733319,
+      "test_f1": 0.994956441999083,
+      "test_precision": 0.9926806953339433,
+      "test_recall": 0.9972426470588235
+    }
+  },
+  "78_north-america": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        4376
+      ],
+      "test_balanced_acc": 0.984375,
+      "test_accuracy": 0.984367816091954,
+      "test_auc": 0.984375,
+      "test_f1": 0.9841269841269841,
+      "test_precision": 1.0,
+      "test_recall": 0.96875
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        4376,
+        5663,
+        19598,
+        23816
+      ],
+      "test_balanced_acc": 0.984375,
+      "test_accuracy": 0.984367816091954,
+      "test_auc": 0.9892136851290656,
+      "test_f1": 0.9841269841269841,
+      "test_precision": 1.0,
+      "test_recall": 0.96875
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        4376,
+        5663,
+        19598,
+        23816,
+        28951,
+        22703,
+        17646,
+        3838,
+        26503,
+        13513,
+        17350,
+        4090,
+        11807,
+        17589,
+        18572,
+        17239
+      ],
+      "test_balanced_acc": 0.9834457356999837,
+      "test_accuracy": 0.983448275862069,
+      "test_auc": 0.9982704184479679,
+      "test_f1": 0.9835466179159049,
+      "test_precision": 0.9781818181818182,
+      "test_recall": 0.9889705882352942
+    }
+  },
+  "79_human-rights": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        17589
+      ],
+      "test_balanced_acc": 0.9439287502029331,
+      "test_accuracy": 0.9439080459770115,
+      "test_auc": 0.9439287502029331,
+      "test_f1": 0.9412897016361886,
+      "test_precision": 0.9878787878787879,
+      "test_recall": 0.8988970588235294
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        17589,
+        800,
+        25475,
+        781
+      ],
+      "test_balanced_acc": 0.9774761215433736,
+      "test_accuracy": 0.9774712643678161,
+      "test_auc": 0.9939606276043076,
+      "test_f1": 0.9772410589874594,
+      "test_precision": 0.9877934272300469,
+      "test_recall": 0.9669117647058824
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        17589,
+        800,
+        25475,
+        781,
+        8061,
+        20235,
+        18574,
+        12437,
+        1440,
+        27403,
+        18238,
+        15509,
+        70,
+        28234,
+        2625,
+        9594
+      ],
+      "test_balanced_acc": 0.9802305150441042,
+      "test_accuracy": 0.9802298850574712,
+      "test_auc": 0.9978653978840847,
+      "test_f1": 0.980211688909342,
+      "test_precision": 0.9815668202764977,
+      "test_recall": 0.9788602941176471
+    }
+  },
+  "80_side-effects": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        17589
+      ],
+      "test_balanced_acc": 0.9843745772227934,
+      "test_accuracy": 0.984367816091954,
+      "test_auc": 0.9843745772227935,
+      "test_f1": 0.9841417910447762,
+      "test_precision": 0.9990530303030303,
+      "test_recall": 0.9696691176470589
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        17589,
+        1665,
+        11807,
+        25325
+      ],
+      "test_balanced_acc": 0.991727518399264,
+      "test_accuracy": 0.9917241379310345,
+      "test_auc": 0.9926136594242113,
+      "test_f1": 0.9916666666666667,
+      "test_precision": 0.9990671641791045,
+      "test_recall": 0.984375
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        17589,
+        1665,
+        11807,
+        25325,
+        15529,
+        28732,
+        13513,
+        15771,
+        16738,
+        7704,
+        7707,
+        1190,
+        10043,
+        13174,
+        15120,
+        18159
+      ],
+      "test_balanced_acc": 0.9866664524595488,
+      "test_accuracy": 0.9866666666666667,
+      "test_auc": 0.9970261851290654,
+      "test_f1": 0.9866789159393661,
+      "test_precision": 0.9862258953168044,
+      "test_recall": 0.9871323529411765
+    }
+  },
+  "81_public-health": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        18423
+      ],
+      "test_balanced_acc": 0.9025642283132204,
+      "test_accuracy": 0.9025287356321839,
+      "test_auc": 0.9025642283132204,
+      "test_f1": 0.8944223107569721,
+      "test_precision": 0.9760869565217392,
+      "test_recall": 0.8253676470588235
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        18423,
+        17589,
+        31017,
+        12488
+      ],
+      "test_balanced_acc": 0.9848299082742573,
+      "test_accuracy": 0.9848275862068966,
+      "test_auc": 0.9980708676064721,
+      "test_f1": 0.984757505773672,
+      "test_precision": 0.989786443825441,
+      "test_recall": 0.9797794117647058
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        18423,
+        17589,
+        31017,
+        12488,
+        781,
+        1225,
+        13513,
+        10163,
+        24420,
+        27610,
+        13489,
+        15529,
+        17978,
+        31612,
+        31338,
+        6587
+      ],
+      "test_balanced_acc": 0.9908071324205856,
+      "test_accuracy": 0.9908045977011494,
+      "test_auc": 0.9987629538936091,
+      "test_f1": 0.9907578558225508,
+      "test_precision": 0.9962825278810409,
+      "test_recall": 0.9852941176470589
+    }
+  },
+  "82_federal-government": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        13255
+      ],
+      "test_balanced_acc": 0.7812385850154229,
+      "test_accuracy": 0.7811494252873563,
+      "test_auc": 0.781238585015423,
+      "test_f1": 0.7286202964652223,
+      "test_precision": 0.9594594594594594,
+      "test_recall": 0.5873161764705882
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        13255,
+        7911,
+        13513,
+        8902
+      ],
+      "test_balanced_acc": 0.9305884382271767,
+      "test_accuracy": 0.9305747126436782,
+      "test_auc": 0.9681898202013095,
+      "test_f1": 0.9284699194694458,
+      "test_precision": 0.9579667644183774,
+      "test_recall": 0.9007352941176471
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        13255,
+        7911,
+        13513,
+        8902,
+        15380,
+        17402,
+        14792,
+        3034,
+        26223,
+        28511,
+        25549,
+        32413,
+        19332,
+        12399,
+        32339,
+        23491
+      ],
+      "test_balanced_acc": 0.962767702527193,
+      "test_accuracy": 0.9627586206896551,
+      "test_auc": 0.9929950044645273,
+      "test_f1": 0.9620253164556962,
+      "test_precision": 0.9818181818181818,
+      "test_recall": 0.9430147058823529
+    }
+  },
+  "83_third-party": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        2633
+      ],
+      "test_balanced_acc": 0.9535845588235294,
+      "test_accuracy": 0.9535632183908046,
+      "test_auc": 0.9535845588235294,
+      "test_f1": 0.9513253012048193,
+      "test_precision": 1.0,
+      "test_recall": 0.9071691176470589
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        2633,
+        20294,
+        28156,
+        4536
+      ],
+      "test_balanced_acc": 0.9673594857676281,
+      "test_accuracy": 0.9673563218390805,
+      "test_auc": 0.9925100790086044,
+      "test_f1": 0.967144840351689,
+      "test_precision": 0.9739049394221808,
+      "test_recall": 0.9604779411764706
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        2633,
+        20294,
+        28156,
+        4536,
+        25127,
+        18490,
+        17589,
+        18473,
+        17355,
+        29618,
+        28440,
+        13513,
+        32678,
+        31950,
+        4985,
+        31042
+      ],
+      "test_balanced_acc": 0.9751774818713134,
+      "test_accuracy": 0.9751724137931035,
+      "test_auc": 0.9931992058552952,
+      "test_f1": 0.974907063197026,
+      "test_precision": 0.9859022556390977,
+      "test_recall": 0.9641544117647058
+    }
+  },
+  "84_clinical-trials": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        31451
+      ],
+      "test_balanced_acc": 0.866676785134477,
+      "test_accuracy": 0.8666666666666667,
+      "test_auc": 0.866676785134477,
+      "test_f1": 0.8637218045112782,
+      "test_precision": 0.8836538461538461,
+      "test_recall": 0.8446691176470589
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        31451,
+        10135,
+        17589,
+        24270
+      ],
+      "test_balanced_acc": 0.9025536588830565,
+      "test_accuracy": 0.9025287356321839,
+      "test_auc": 0.9629951566643217,
+      "test_f1": 0.8969873663751214,
+      "test_precision": 0.9515463917525773,
+      "test_recall": 0.8483455882352942
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        31451,
+        10135,
+        17589,
+        24270,
+        15529,
+        16455,
+        17042,
+        4536,
+        10270,
+        21264,
+        23418,
+        24343,
+        5876,
+        2404,
+        25137,
+        29278
+      ],
+      "test_balanced_acc": 0.9416178499918827,
+      "test_accuracy": 0.9416091954022988,
+      "test_auc": 0.9839640605552248,
+      "test_f1": 0.9405152224824356,
+      "test_precision": 0.958930276981853,
+      "test_recall": 0.9227941176470589
+    }
+  },
+  "85_mental-health": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        17589
+      ],
+      "test_balanced_acc": 0.9531161216786623,
+      "test_accuracy": 0.953103448275862,
+      "test_auc": 0.9531161216786622,
+      "test_f1": 0.9517958412098299,
+      "test_precision": 0.9795719844357976,
+      "test_recall": 0.9255514705882353
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        17589,
+        781,
+        8657,
+        32084
+      ],
+      "test_balanced_acc": 0.9770123349477786,
+      "test_accuracy": 0.9770114942528736,
+      "test_auc": 0.9952767330483251,
+      "test_f1": 0.9769797421731123,
+      "test_precision": 0.9787822878228782,
+      "test_recall": 0.9751838235294118
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        17589,
+        781,
+        8657,
+        32084,
+        6937,
+        70,
+        18423,
+        8902,
+        14214,
+        26426,
+        3671,
+        28057,
+        27579,
+        23238,
+        15529,
+        13513
+      ],
+      "test_balanced_acc": 0.9793092835110124,
+      "test_accuracy": 0.9793103448275862,
+      "test_auc": 0.9966993783483954,
+      "test_f1": 0.9793672627235214,
+      "test_precision": 0.9771271729185728,
+      "test_recall": 0.9816176470588235
+    }
+  },
+  "87_glue_cola": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        15394
+      ],
+      "test_balanced_acc": 0.6505159543066148,
+      "test_accuracy": 0.6505660377358491,
+      "test_auc": 0.6505159543066148,
+      "test_f1": 0.7086217747010699,
+      "test_precision": 0.6077725800647715,
+      "test_recall": 0.8495975855130785
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        15394,
+        15241,
+        29853,
+        13741
+      ],
+      "test_balanced_acc": 0.6772018624074594,
+      "test_accuracy": 0.6772327044025157,
+      "test_auc": 0.726777752574835,
+      "test_f1": 0.7125252072596908,
+      "test_precision": 0.6424242424242425,
+      "test_recall": 0.7997987927565392
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        15394,
+        15241,
+        29853,
+        13741,
+        9902,
+        22609,
+        22775,
+        2024,
+        26442,
+        23268,
+        17120,
+        30120,
+        23528,
+        31319,
+        21746,
+        27334
+      ],
+      "test_balanced_acc": 0.6852661008831045,
+      "test_accuracy": 0.6852830188679245,
+      "test_auc": 0.752246240401645,
+      "test_f1": 0.7051614423756776,
+      "test_precision": 0.6634146341463415,
+      "test_recall": 0.7525150905432596
+    }
+  },
+  "89_glue_mrpc": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        11534
+      ],
+      "test_balanced_acc": 0.662584348530064,
+      "test_accuracy": 0.6625091709464417,
+      "test_auc": 0.662584348530064,
+      "test_f1": 0.6241830065359477,
+      "test_precision": 0.7047970479704797,
+      "test_recall": 0.5601173020527859
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        11534,
+        17840,
+        13467,
+        20844
+      ],
+      "test_balanced_acc": 0.6691459859358111,
+      "test_accuracy": 0.669112252384446,
+      "test_auc": 0.7179841616391281,
+      "test_f1": 0.6533435818601077,
+      "test_precision": 0.6865912762520194,
+      "test_recall": 0.6231671554252199
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        11534,
+        17840,
+        13467,
+        20844,
+        5773,
+        26556,
+        6475,
+        29858,
+        29031,
+        2191,
+        16696,
+        21276,
+        11829,
+        247,
+        16304,
+        6636
+      ],
+      "test_balanced_acc": 0.6801161393672407,
+      "test_accuracy": 0.6801173881144534,
+      "test_auc": 0.7306143716545876,
+      "test_f1": 0.6808199121522694,
+      "test_precision": 0.6798245614035088,
+      "test_recall": 0.6818181818181818
+    }
+  },
+  "90_glue_qnli": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        29211
+      ],
+      "test_balanced_acc": 0.714194072335371,
+      "test_accuracy": 0.7142138364779874,
+      "test_auc": 0.7141940723353711,
+      "test_f1": 0.7350746268656716,
+      "test_precision": 0.6852173913043478,
+      "test_recall": 0.7927565392354124
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        29211,
+        9523,
+        31147,
+        16725
+      ],
+      "test_balanced_acc": 0.7499298761871682,
+      "test_accuracy": 0.749937106918239,
+      "test_auc": 0.8110486016248472,
+      "test_f1": 0.7569682151589242,
+      "test_precision": 0.736441484300666,
+      "test_recall": 0.778672032193159
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        29211,
+        9523,
+        31147,
+        16725,
+        20628,
+        12472,
+        23674,
+        17840,
+        13467,
+        1345,
+        24724,
+        26745,
+        26354,
+        21871,
+        23483,
+        26518
+      ],
+      "test_balanced_acc": 0.7572251576899748,
+      "test_accuracy": 0.7572327044025158,
+      "test_auc": 0.8241939052533622,
+      "test_f1": 0.7643467643467643,
+      "test_precision": 0.7427622211675368,
+      "test_recall": 0.7872233400402414
+    }
+  },
+  "91_glue_qqp": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        21276
+      ],
+      "test_balanced_acc": 0.7006199248839793,
+      "test_accuracy": 0.70062893081761,
+      "test_auc": 0.7006199248839793,
+      "test_f1": 0.7110247693054881,
+      "test_precision": 0.6873239436619718,
+      "test_recall": 0.7364185110663984
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        21276,
+        1106,
+        16209,
+        23600
+      ],
+      "test_balanced_acc": 0.7813755963055636,
+      "test_accuracy": 0.7813836477987421,
+      "test_auc": 0.8343073033065024,
+      "test_f1": 0.7882037533512064,
+      "test_precision": 0.7645390070921986,
+      "test_recall": 0.8133802816901409
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        21276,
+        1106,
+        16209,
+        23600,
+        9025,
+        12453,
+        13677,
+        14934,
+        21226,
+        30865,
+        12222,
+        7671,
+        25302,
+        30910,
+        6177,
+        14466
+      ],
+      "test_balanced_acc": 0.7929557718733133,
+      "test_accuracy": 0.7929559748427673,
+      "test_auc": 0.8593817560622922,
+      "test_f1": 0.7931641115858256,
+      "test_precision": 0.7925665494726268,
+      "test_recall": 0.7937625754527163
+    }
+  },
+  "92_glue_sst2": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        11910
+      ],
+      "test_balanced_acc": 0.691517879293881,
+      "test_accuracy": 0.6915723270440252,
+      "test_auc": 0.691517879293881,
+      "test_f1": 0.7464846980976013,
+      "test_precision": 0.6337780898876404,
+      "test_recall": 0.9079476861167002
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        11910,
+        27644,
+        12591,
+        20530
+      ],
+      "test_balanced_acc": 0.798962623248297,
+      "test_accuracy": 0.7989937106918239,
+      "test_auc": 0.8335474598977863,
+      "test_f1": 0.8211327512872174,
+      "test_precision": 0.7398144413069786,
+      "test_recall": 0.9225352112676056
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        11910,
+        27644,
+        12591,
+        20530,
+        23889,
+        15869,
+        17920,
+        13174,
+        8949,
+        25052,
+        16003,
+        18107,
+        14127,
+        156,
+        28861,
+        3608
+      ],
+      "test_balanced_acc": 0.8598683191246118,
+      "test_accuracy": 0.859874213836478,
+      "test_auc": 0.9280032231638446,
+      "test_f1": 0.8631113295650037,
+      "test_precision": 0.8438250840941854,
+      "test_recall": 0.8832997987927566
+    }
+  },
+  "94_ai_gen": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        15241
+      ],
+      "test_balanced_acc": 0.7882169716841563,
+      "test_accuracy": 0.7881761006289308,
+      "test_auc": 0.7882169716841563,
+      "test_f1": 0.7471471471471471,
+      "test_precision": 0.9269746646795827,
+      "test_recall": 0.6257545271629779
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        15241,
+        12648,
+        32706,
+        24343
+      ],
+      "test_balanced_acc": 0.8626623859918443,
+      "test_accuracy": 0.8626415094339622,
+      "test_auc": 0.9147123556639281,
+      "test_f1": 0.850246845858475,
+      "test_precision": 0.9348612786489746,
+      "test_recall": 0.7796780684104627
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        15241,
+        12648,
+        32706,
+        24343,
+        6230,
+        24082,
+        31753,
+        19351,
+        14155,
+        5085,
+        1944,
+        26821,
+        9681,
+        12756,
+        24118,
+        7004
+      ],
+      "test_balanced_acc": 0.8966053492570927,
+      "test_accuracy": 0.8966037735849056,
+      "test_auc": 0.9626072995598148,
+      "test_f1": 0.8959757023538345,
+      "test_precision": 0.9016811003565971,
+      "test_recall": 0.8903420523138833
+    }
+  },
+  "95_toxic_is": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        948
+      ],
+      "test_balanced_acc": 0.679795918367347,
+      "test_accuracy": 0.6767676767676768,
+      "test_auc": 0.6797959183673469,
+      "test_f1": 0.5428571428571428,
+      "test_precision": 0.95,
+      "test_recall": 0.38
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        948,
+        6605,
+        21194,
+        31537
+      ],
+      "test_balanced_acc": 0.8075510204081633,
+      "test_accuracy": 0.8080808080808081,
+      "test_auc": 0.8387755102040815,
+      "test_f1": 0.819047619047619,
+      "test_precision": 0.7818181818181819,
+      "test_recall": 0.86
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        948,
+        6605,
+        21194,
+        31537,
+        1393,
+        6475,
+        23418,
+        15635,
+        28418,
+        685,
+        7959,
+        18946,
+        21889,
+        12479,
+        27879,
+        24358
+      ],
+      "test_balanced_acc": 0.7979591836734694,
+      "test_accuracy": 0.797979797979798,
+      "test_auc": 0.8591836734693877,
+      "test_f1": 0.8,
+      "test_precision": 0.8,
+      "test_recall": 0.8
+    }
+  },
+  "96_spam_is": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        7732
+      ],
+      "test_balanced_acc": 0.8785415530096381,
+      "test_accuracy": 0.8784648187633263,
+      "test_auc": 0.8785415530096381,
+      "test_f1": 0.8741721854304636,
+      "test_precision": 0.908256880733945,
+      "test_recall": 0.8425531914893617
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        7732,
+        4298,
+        12371,
+        29777
+      ],
+      "test_balanced_acc": 0.9168030551009274,
+      "test_accuracy": 0.9168443496801706,
+      "test_auc": 0.9717039461720312,
+      "test_f1": 0.918580375782881,
+      "test_precision": 0.9016393442622951,
+      "test_recall": 0.9361702127659575
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        7732,
+        4298,
+        12371,
+        29777,
+        17384,
+        8017,
+        6337,
+        11022,
+        5284,
+        5608,
+        4068,
+        5399,
+        14189,
+        28320,
+        4761,
+        19303
+      ],
+      "test_balanced_acc": 0.9402891434806329,
+      "test_accuracy": 0.9402985074626866,
+      "test_auc": 0.9888434260774686,
+      "test_f1": 0.940677966101695,
+      "test_precision": 0.9367088607594937,
+      "test_recall": 0.9446808510638298
+    }
+  },
+  "100_news_fake": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        2096
+      ],
+      "test_balanced_acc": 0.9546751168369095,
+      "test_accuracy": 0.954653937947494,
+      "test_auc": 0.9546751168369095,
+      "test_f1": 0.9525711432850724,
+      "test_precision": 0.9989528795811519,
+      "test_recall": 0.9103053435114504
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        2096,
+        15241,
+        15362,
+        24729
+      ],
+      "test_balanced_acc": 0.9732774302441727,
+      "test_accuracy": 0.9732696897374702,
+      "test_auc": 0.9958633172204117,
+      "test_f1": 0.9728419010669254,
+      "test_precision": 0.9891518737672583,
+      "test_recall": 0.9570610687022901
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        2096,
+        15241,
+        15362,
+        24729,
+        13729,
+        29588,
+        22093,
+        3247,
+        17721,
+        15133,
+        26936,
+        21044,
+        7470,
+        23492,
+        23927,
+        23261
+      ],
+      "test_balanced_acc": 0.9914099353295858,
+      "test_accuracy": 0.9914081145584726,
+      "test_auc": 0.9992572380556588,
+      "test_f1": 0.9913793103448276,
+      "test_precision": 0.9951923076923077,
+      "test_recall": 0.9875954198473282
+    }
+  },
+  "105_click_bait": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        24729
+      ],
+      "test_balanced_acc": 0.9585089010302212,
+      "test_accuracy": 0.9585223590408296,
+      "test_auc": 0.9585089010302211,
+      "test_f1": 0.9593908629441624,
+      "test_precision": 0.9402985074626866,
+      "test_recall": 0.9792746113989638
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        24729,
+        31172,
+        5608,
+        23439
+      ],
+      "test_balanced_acc": 0.9636952884014436,
+      "test_accuracy": 0.9637070641607258,
+      "test_auc": 0.9703164586735482,
+      "test_f1": 0.9643765903307888,
+      "test_precision": 0.9475,
+      "test_recall": 0.9818652849740933
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        24729,
+        31172,
+        5608,
+        23439,
+        12247,
+        29054,
+        15884,
+        5640,
+        24343,
+        1080,
+        15992,
+        24930,
+        16696,
+        27879,
+        10518,
+        8642
+      ],
+      "test_balanced_acc": 0.968890076140938,
+      "test_accuracy": 0.9688917692806222,
+      "test_auc": 0.9904420609799535,
+      "test_f1": 0.9689922480620154,
+      "test_precision": 0.9664948453608248,
+      "test_recall": 0.9715025906735751
+    }
+  },
+  "106_hate_hate": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        23418
+      ],
+      "test_balanced_acc": 0.5683221118355832,
+      "test_accuracy": 0.5683018867924529,
+      "test_auc": 0.5683221118355831,
+      "test_f1": 0.5306345733041575,
+      "test_precision": 0.5815347721822542,
+      "test_recall": 0.4879275653923541
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        23418,
+        27644,
+        17673,
+        15157
+      ],
+      "test_balanced_acc": 0.5811233784184726,
+      "test_accuracy": 0.5811320754716981,
+      "test_auc": 0.6134248875234295,
+      "test_f1": 0.5951859956236324,
+      "test_precision": 0.576,
+      "test_recall": 0.6156941649899397
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        23418,
+        27644,
+        17673,
+        15157,
+        21889,
+        15996,
+        25217,
+        14214,
+        16204,
+        21451,
+        32669,
+        20530,
+        12004,
+        31537,
+        5899,
+        21877
+      ],
+      "test_balanced_acc": 0.593725412363461,
+      "test_accuracy": 0.5937106918238994,
+      "test_auc": 0.628361639388419,
+      "test_f1": 0.5685279187817259,
+      "test_precision": 0.6062678062678063,
+      "test_recall": 0.5352112676056338
+    }
+  },
+  "107_hate_offensive": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        9503
+      ],
+      "test_balanced_acc": 0.699167450601951,
+      "test_accuracy": 0.6991194968553459,
+      "test_auc": 0.6991674506019508,
+      "test_f1": 0.6283405842137973,
+      "test_precision": 0.8219512195121951,
+      "test_recall": 0.5085513078470825
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        9503,
+        26759,
+        32706,
+        15241
+      ],
+      "test_balanced_acc": 0.7172667357947382,
+      "test_accuracy": 0.7172327044025157,
+      "test_auc": 0.7728896023346926,
+      "test_f1": 0.673065735892961,
+      "test_precision": 0.7979310344827586,
+      "test_recall": 0.5819919517102615
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        9503,
+        26759,
+        32706,
+        15241,
+        3639,
+        26611,
+        21661,
+        3733,
+        15996,
+        25715,
+        298,
+        1944,
+        12033,
+        7458,
+        23241,
+        5595
+      ],
+      "test_balanced_acc": 0.7177498812705119,
+      "test_accuracy": 0.7177358490566038,
+      "test_auc": 0.7769861494077703,
+      "test_f1": 0.7011188066062867,
+      "test_precision": 0.7451868629671574,
+      "test_recall": 0.6619718309859155
+    }
+  },
+  "110_aimade_humangpt3": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        24729
+      ],
+      "test_balanced_acc": 0.7617118159384085,
+      "test_accuracy": 0.7617610062893082,
+      "test_auc": 0.7617118159384085,
+      "test_f1": 0.8007574163686093,
+      "test_precision": 0.688245931283906,
+      "test_recall": 0.9572434607645876
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        24729,
+        11196,
+        13301,
+        16154
+      ],
+      "test_balanced_acc": 0.7780683851473207,
+      "test_accuracy": 0.7781132075471698,
+      "test_auc": 0.7859565546272096,
+      "test_f1": 0.8116994022203246,
+      "test_precision": 0.7051186943620178,
+      "test_recall": 0.9562374245472837
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        24729,
+        11196,
+        13301,
+        16154,
+        31172,
+        13729,
+        21997,
+        18492,
+        12104,
+        25007,
+        31511,
+        6158,
+        27334,
+        30851,
+        18229,
+        8932
+      ],
+      "test_balanced_acc": 0.7878991361353831,
+      "test_accuracy": 0.7879245283018868,
+      "test_auc": 0.8614033217928608,
+      "test_f1": 0.8074023303632625,
+      "test_precision": 0.7396400167434073,
+      "test_recall": 0.8888329979879276
+    }
+  },
+  "113_movie_sent": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        12591
+      ],
+      "test_balanced_acc": 0.781088012726586,
+      "test_accuracy": 0.7811320754716982,
+      "test_auc": 0.781088012726586,
+      "test_f1": 0.8137842465753424,
+      "test_precision": 0.7082712369597616,
+      "test_recall": 0.9562374245472837
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        12591,
+        23889,
+        17920,
+        20530
+      ],
+      "test_balanced_acc": 0.8455383787374473,
+      "test_accuracy": 0.8455345911949685,
+      "test_auc": 0.9182546208301647,
+      "test_f1": 0.8432073544433095,
+      "test_precision": 0.8563278008298755,
+      "test_recall": 0.8304828973843058
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        12591,
+        23889,
+        17920,
+        20530,
+        11910,
+        15869,
+        27644,
+        8265,
+        16003,
+        29251,
+        13582,
+        19069,
+        20265,
+        25876,
+        2822,
+        27404
+      ],
+      "test_balanced_acc": 0.8744615402530937,
+      "test_accuracy": 0.8744654088050314,
+      "test_auc": 0.9407451250026582,
+      "test_f1": 0.8763933614069854,
+      "test_precision": 0.8633479746217667,
+      "test_recall": 0.8898390342052314
+    }
+  },
+  "114_nyc_borough_Manhattan": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        2354
+      ],
+      "test_balanced_acc": 0.5500029454337362,
+      "test_accuracy": 0.5497435897435897,
+      "test_auc": 0.5500029454337362,
+      "test_f1": 0.39780521262002744,
+      "test_precision": 0.6016597510373444,
+      "test_recall": 0.29713114754098363
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        2354,
+        30706,
+        13986,
+        15521
+      ],
+      "test_balanced_acc": 0.5980072036893662,
+      "test_accuracy": 0.597948717948718,
+      "test_auc": 0.6346273605547514,
+      "test_f1": 0.5739130434782609,
+      "test_precision": 0.6111111111111112,
+      "test_recall": 0.5409836065573771
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        2354,
+        30706,
+        13986,
+        15521,
+        9884,
+        913,
+        24343,
+        22553,
+        18846,
+        8081,
+        31569,
+        24057,
+        4426,
+        5640,
+        13255,
+        23434
+      ],
+      "test_balanced_acc": 0.5948703167603595,
+      "test_accuracy": 0.5948717948717949,
+      "test_auc": 0.6528616992628,
+      "test_f1": 0.5957011258955988,
+      "test_precision": 0.5950920245398773,
+      "test_recall": 0.5963114754098361
+    }
+  },
+  "115_nyc_borough_Brooklyn": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        7347
+      ],
+      "test_balanced_acc": 0.5106224963813243,
+      "test_accuracy": 0.5107692307692308,
+      "test_auc": 0.5106224963813242,
+      "test_f1": 0.5721973094170404,
+      "test_precision": 0.5087719298245614,
+      "test_recall": 0.6536885245901639
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        7347,
+        32593,
+        27814,
+        1566
+      ],
+      "test_balanced_acc": 0.5221433500521763,
+      "test_accuracy": 0.522051282051282,
+      "test_auc": 0.5333949069242939,
+      "test_f1": 0.4752252252252252,
+      "test_precision": 0.5275,
+      "test_recall": 0.4323770491803279
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        7347,
+        32593,
+        27814,
+        1566,
+        30945,
+        7427,
+        14742,
+        24750,
+        25113,
+        18849,
+        29278,
+        5294,
+        913,
+        13255,
+        5716,
+        7088
+      ],
+      "test_balanced_acc": 0.5425089204564582,
+      "test_accuracy": 0.5425641025641026,
+      "test_auc": 0.5696595078601003,
+      "test_f1": 0.566147859922179,
+      "test_precision": 0.5388888888888889,
+      "test_recall": 0.5963114754098361
+    }
+  },
+  "116_nyc_borough_Bronx": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        23987
+      ],
+      "test_balanced_acc": 0.5561189281987411,
+      "test_accuracy": 0.5558974358974359,
+      "test_auc": 0.5561189281987411,
+      "test_f1": 0.4339869281045752,
+      "test_precision": 0.5992779783393501,
+      "test_recall": 0.3401639344262295
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        23987,
+        25902,
+        31289,
+        28553
+      ],
+      "test_balanced_acc": 0.5601752112296765,
+      "test_accuracy": 0.56,
+      "test_auc": 0.5677639108627597,
+      "test_f1": 0.46971569839307786,
+      "test_precision": 0.5919003115264797,
+      "test_recall": 0.38934426229508196
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        23987,
+        25902,
+        31289,
+        28553,
+        14232,
+        21844,
+        27279,
+        30057,
+        31991,
+        8390,
+        16288,
+        30025,
+        26329,
+        30208,
+        26950,
+        14742
+      ],
+      "test_balanced_acc": 0.5457552092099505,
+      "test_accuracy": 0.5456410256410257,
+      "test_auc": 0.5696952738411822,
+      "test_f1": 0.48904267589388695,
+      "test_precision": 0.5593667546174143,
+      "test_recall": 0.4344262295081967
+    }
+  },
+  "117_us_state_FL": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        5563
+      ],
+      "test_balanced_acc": 0.8697959183673469,
+      "test_accuracy": 0.8686868686868687,
+      "test_auc": 0.8697959183673469,
+      "test_f1": 0.8539325842696629,
+      "test_precision": 0.9743589743589743,
+      "test_recall": 0.76
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        5563,
+        4118,
+        20145,
+        31545
+      ],
+      "test_balanced_acc": 0.8697959183673469,
+      "test_accuracy": 0.8686868686868687,
+      "test_auc": 0.8544897959183673,
+      "test_f1": 0.8539325842696629,
+      "test_precision": 0.9743589743589743,
+      "test_recall": 0.76
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        5563,
+        4118,
+        20145,
+        31545,
+        24525,
+        13862,
+        5230,
+        913,
+        30766,
+        14401,
+        26632,
+        6074,
+        5019,
+        3334,
+        18966,
+        5162
+      ],
+      "test_balanced_acc": 0.8085714285714285,
+      "test_accuracy": 0.8080808080808081,
+      "test_auc": 0.8765306122448979,
+      "test_f1": 0.8,
+      "test_precision": 0.8444444444444444,
+      "test_recall": 0.76
+    }
+  },
+  "118_us_state_CA": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        5230
+      ],
+      "test_balanced_acc": 0.8279591836734694,
+      "test_accuracy": 0.8282828282828283,
+      "test_auc": 0.8279591836734694,
+      "test_f1": 0.8349514563106796,
+      "test_precision": 0.8113207547169812,
+      "test_recall": 0.86
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        5230,
+        30766,
+        27653,
+        31405
+      ],
+      "test_balanced_acc": 0.8387755102040817,
+      "test_accuracy": 0.8383838383838383,
+      "test_auc": 0.8742857142857142,
+      "test_f1": 0.8333333333333334,
+      "test_precision": 0.8695652173913043,
+      "test_recall": 0.8
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        5230,
+        30766,
+        27653,
+        31405,
+        28240,
+        16726,
+        2405,
+        29456,
+        29386,
+        20145,
+        22939,
+        15387,
+        23066,
+        30019,
+        26575,
+        22469
+      ],
+      "test_balanced_acc": 0.8289795918367346,
+      "test_accuracy": 0.8282828282828283,
+      "test_auc": 0.8991836734693877,
+      "test_f1": 0.8172043010752689,
+      "test_precision": 0.8837209302325582,
+      "test_recall": 0.76
+    }
+  },
+  "119_us_state_TX": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        13064
+      ],
+      "test_balanced_acc": 0.8695918367346939,
+      "test_accuracy": 0.8686868686868687,
+      "test_auc": 0.8695918367346939,
+      "test_f1": 0.8571428571428571,
+      "test_precision": 0.9512195121951219,
+      "test_recall": 0.78
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        13064,
+        27653,
+        1220,
+        7816
+      ],
+      "test_balanced_acc": 0.8695918367346939,
+      "test_accuracy": 0.8686868686868687,
+      "test_auc": 0.9206122448979592,
+      "test_f1": 0.8571428571428571,
+      "test_precision": 0.9512195121951219,
+      "test_recall": 0.78
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        13064,
+        27653,
+        1220,
+        7816,
+        2143,
+        30766,
+        18738,
+        30019,
+        22788,
+        10687,
+        14742,
+        6269,
+        12601,
+        9421,
+        28611,
+        16013
+      ],
+      "test_balanced_acc": 0.8281632653061224,
+      "test_accuracy": 0.8282828282828283,
+      "test_auc": 0.9285714285714286,
+      "test_f1": 0.8316831683168316,
+      "test_precision": 0.8235294117647058,
+      "test_recall": 0.84
+    }
+  },
+  "120_us_timezone_Chicago": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        5230
+      ],
+      "test_balanced_acc": 0.630636152242436,
+      "test_accuracy": 0.6306892067620286,
+      "test_auc": 0.630636152242436,
+      "test_f1": 0.6710424710424711,
+      "test_precision": 0.6051532033426184,
+      "test_recall": 0.7530329289428076
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        5230,
+        31490,
+        27653,
+        31545
+      ],
+      "test_balanced_acc": 0.6857188917164326,
+      "test_accuracy": 0.6857390550498483,
+      "test_auc": 0.7423716444630164,
+      "test_f1": 0.6997929606625258,
+      "test_precision": 0.6701030927835051,
+      "test_recall": 0.7322357019064125
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        5230,
+        31490,
+        27653,
+        31545,
+        13064,
+        18966,
+        4080,
+        24779,
+        5105,
+        21803,
+        4161,
+        29456,
+        1220,
+        15140,
+        17605,
+        13862
+      ],
+      "test_balanced_acc": 0.7499034242673397,
+      "test_accuracy": 0.7498916341569137,
+      "test_auc": 0.8205480090367829,
+      "test_f1": 0.7429844097995546,
+      "test_precision": 0.7644362969752521,
+      "test_recall": 0.7227036395147314
+    }
+  },
+  "121_us_timezone_New_York": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        5230
+      ],
+      "test_balanced_acc": 0.6497074168659559,
+      "test_accuracy": 0.6497615951452103,
+      "test_auc": 0.649707416865956,
+      "test_f1": 0.6887519260400616,
+      "test_precision": 0.6199722607489597,
+      "test_recall": 0.7746967071057193
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        5230,
+        1220,
+        25479,
+        30766
+      ],
+      "test_balanced_acc": 0.7087640410593419,
+      "test_accuracy": 0.7087126137841352,
+      "test_auc": 0.7794480828401834,
+      "test_f1": 0.6696165191740413,
+      "test_precision": 0.7738636363636363,
+      "test_recall": 0.5901213171577123
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        5230,
+        1220,
+        25479,
+        30766,
+        547,
+        13064,
+        5162,
+        30019,
+        31490,
+        21044,
+        31545,
+        28817,
+        15140,
+        4737,
+        8061,
+        4231
+      ],
+      "test_balanced_acc": 0.7624586452942441,
+      "test_accuracy": 0.7624620719549198,
+      "test_auc": 0.8355691053855439,
+      "test_f1": 0.764402407566638,
+      "test_precision": 0.7585324232081911,
+      "test_recall": 0.770363951473137
+    }
+  },
+  "122_us_timezone_Los_Angeles": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        5230
+      ],
+      "test_balanced_acc": 0.7858559014912496,
+      "test_accuracy": 0.7858690940615518,
+      "test_auc": 0.7858559014912496,
+      "test_f1": 0.7922624053826746,
+      "test_precision": 0.7696078431372549,
+      "test_recall": 0.8162911611785095
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        5230,
+        27653,
+        1220,
+        29456
+      ],
+      "test_balanced_acc": 0.8040748946685686,
+      "test_accuracy": 0.8040745557000434,
+      "test_auc": 0.8696370405888639,
+      "test_f1": 0.8039895923677364,
+      "test_precision": 0.8046875,
+      "test_recall": 0.8032928942807626
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        5230,
+        27653,
+        1220,
+        29456,
+        31405,
+        30766,
+        20145,
+        2405,
+        31490,
+        17605,
+        13950,
+        22469,
+        28584,
+        29386,
+        18966,
+        31776
+      ],
+      "test_balanced_acc": 0.8101430072405496,
+      "test_accuracy": 0.8101430429128739,
+      "test_auc": 0.890684537811842,
+      "test_f1": 0.8102253032928943,
+      "test_precision": 0.8102253032928943,
+      "test_recall": 0.8102253032928943
+    }
+  },
+  "123_world_country_United_Kingdom": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        29647
+      ],
+      "test_balanced_acc": 0.9364480593799441,
+      "test_accuracy": 0.9364102564102564,
+      "test_auc": 0.9364480593799442,
+      "test_f1": 0.9340425531914893,
+      "test_precision": 0.9712389380530974,
+      "test_recall": 0.8995901639344263
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        29647,
+        24616,
+        17749,
+        4761
+      ],
+      "test_balanced_acc": 0.9364480593799441,
+      "test_accuracy": 0.9364102564102564,
+      "test_auc": 0.9643812906049078,
+      "test_f1": 0.9340425531914893,
+      "test_precision": 0.9712389380530974,
+      "test_recall": 0.8995901639344263
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        29647,
+        24616,
+        17749,
+        4761,
+        17891,
+        3183,
+        20104,
+        14742,
+        13986,
+        16922,
+        2026,
+        1440,
+        27115,
+        3399,
+        20336,
+        23070
+      ],
+      "test_balanced_acc": 0.9343378664961121,
+      "test_accuracy": 0.9343589743589743,
+      "test_auc": 0.9801288416871443,
+      "test_f1": 0.9357429718875502,
+      "test_precision": 0.9173228346456693,
+      "test_recall": 0.9549180327868853
+    }
+  },
+  "124_world_country_United_States": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        18659
+      ],
+      "test_balanced_acc": 0.9016288248560945,
+      "test_accuracy": 0.9015384615384615,
+      "test_auc": 0.9016288248560944,
+      "test_f1": 0.8921348314606742,
+      "test_precision": 0.9875621890547264,
+      "test_recall": 0.8135245901639344
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        18659,
+        29522,
+        4761,
+        5757
+      ],
+      "test_balanced_acc": 0.9374915844750396,
+      "test_accuracy": 0.9374358974358974,
+      "test_auc": 0.9750185141549128,
+      "test_f1": 0.933911159263272,
+      "test_precision": 0.9908045977011494,
+      "test_recall": 0.8831967213114754
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        18659,
+        29522,
+        4761,
+        5757,
+        16116,
+        17233,
+        3399,
+        13901,
+        11807,
+        917,
+        5456,
+        17749,
+        23070,
+        29868,
+        27115,
+        20360
+      ],
+      "test_balanced_acc": 0.9589806274615411,
+      "test_accuracy": 0.958974358974359,
+      "test_auc": 0.9915970983269937,
+      "test_f1": 0.9587628865979382,
+      "test_precision": 0.9647302904564315,
+      "test_recall": 0.9528688524590164
+    }
+  },
+  "125_world_country_Italy": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        9122
+      ],
+      "test_balanced_acc": 0.964099370518733,
+      "test_accuracy": 0.9641025641025641,
+      "test_auc": 0.964099370518733,
+      "test_f1": 0.9642492339121552,
+      "test_precision": 0.9613034623217923,
+      "test_recall": 0.9672131147540983
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        9122,
+        31139,
+        1440,
+        14639
+      ],
+      "test_balanced_acc": 0.9712820210724745,
+      "test_accuracy": 0.9712820512820513,
+      "test_auc": 0.9899855252970681,
+      "test_f1": 0.9713114754098361,
+      "test_precision": 0.9713114754098361,
+      "test_recall": 0.9713114754098361
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        9122,
+        31139,
+        1440,
+        14639,
+        30766,
+        28273,
+        7147,
+        16597,
+        11807,
+        14717,
+        29868,
+        18823,
+        1242,
+        6256,
+        31569,
+        31111
+      ],
+      "test_balanced_acc": 0.9794892617901505,
+      "test_accuracy": 0.9794871794871794,
+      "test_auc": 0.9971744874945299,
+      "test_f1": 0.9794661190965093,
+      "test_precision": 0.9814814814814815,
+      "test_recall": 0.9774590163934426
+    }
+  },
+  "126_art_type_book": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        7995
+      ],
+      "test_balanced_acc": 0.6166942991006807,
+      "test_accuracy": 0.6168183788469874,
+      "test_auc": 0.6166942991006807,
+      "test_f1": 0.7021563342318059,
+      "test_precision": 0.5744211686879823,
+      "test_recall": 0.902946273830156
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        7995,
+        15827,
+        23439,
+        25878
+      ],
+      "test_balanced_acc": 0.6528057317133662,
+      "test_accuracy": 0.6527958387516255,
+      "test_auc": 0.7101852450317986,
+      "test_f1": 0.6447893569844789,
+      "test_precision": 0.6603088101725704,
+      "test_recall": 0.6299826689774697
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        7995,
+        15827,
+        23439,
+        25878,
+        12247,
+        13255,
+        30057,
+        2883,
+        30018,
+        20252,
+        11302,
+        24343,
+        21660,
+        21503,
+        1257,
+        8993
+      ],
+      "test_balanced_acc": 0.6996145237876927,
+      "test_accuracy": 0.6996098829648895,
+      "test_auc": 0.7753050966433732,
+      "test_f1": 0.6964520367936925,
+      "test_precision": 0.704162976085031,
+      "test_recall": 0.6889081455805892
+    }
+  },
+  "127_art_type_song": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        7995
+      ],
+      "test_balanced_acc": 0.6667487121983042,
+      "test_accuracy": 0.6666666666666666,
+      "test_auc": 0.6667487121983042,
+      "test_f1": 0.5889898450026724,
+      "test_precision": 0.7684797768479776,
+      "test_recall": 0.47746967071057195
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        7995,
+        15827,
+        30057,
+        24343
+      ],
+      "test_balanced_acc": 0.6970708617862227,
+      "test_accuracy": 0.6970091027308193,
+      "test_auc": 0.7638234821075606,
+      "test_f1": 0.6467913087417888,
+      "test_precision": 0.7757575757575758,
+      "test_recall": 0.5545927209705372
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        7995,
+        15827,
+        30057,
+        24343,
+        26478,
+        12247,
+        1257,
+        298,
+        26759,
+        26936,
+        13255,
+        1944,
+        19949,
+        9792,
+        25878,
+        21660
+      ],
+      "test_balanced_acc": 0.7360378546809543,
+      "test_accuracy": 0.7360208062418726,
+      "test_auc": 0.8182737820560034,
+      "test_f1": 0.7253044654939107,
+      "test_precision": 0.7563499529633114,
+      "test_recall": 0.6967071057192374
+    }
+  },
+  "128_art_type_movie": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        13860
+      ],
+      "test_balanced_acc": 0.5436755295882492,
+      "test_accuracy": 0.5435630689206762,
+      "test_auc": 0.5436755295882493,
+      "test_f1": 0.38385020479812754,
+      "test_precision": 0.590990990990991,
+      "test_recall": 0.28422876949740034
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        13860,
+        11807,
+        15827,
+        1440
+      ],
+      "test_balanced_acc": 0.5973036205753659,
+      "test_accuracy": 0.5973125270914608,
+      "test_auc": 0.6367805483697866,
+      "test_f1": 0.60552016985138,
+      "test_precision": 0.5936719400499584,
+      "test_recall": 0.6178509532062392
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        13860,
+        11807,
+        15827,
+        1440,
+        12460,
+        31086,
+        18634,
+        14639,
+        16858,
+        28584,
+        3623,
+        1238,
+        26478,
+        15657,
+        23208,
+        16509
+      ],
+      "test_balanced_acc": 0.6580042869103432,
+      "test_accuracy": 0.657997399219766,
+      "test_auc": 0.7214579252977313,
+      "test_f1": 0.6525759577278731,
+      "test_precision": 0.6633840644583706,
+      "test_recall": 0.6421143847487002
+    }
+  },
+  "129_arith_mc_A": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        18271
+      ],
+      "test_balanced_acc": 0.6223949809056193,
+      "test_accuracy": 0.6226012793176973,
+      "test_auc": 0.6223949809056193,
+      "test_f1": 0.6563106796116505,
+      "test_precision": 0.6035714285714285,
+      "test_recall": 0.7191489361702128
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        18271,
+        17809,
+        24006,
+        4049
+      ],
+      "test_balanced_acc": 0.6738679759956356,
+      "test_accuracy": 0.673773987206823,
+      "test_auc": 0.7201854882705947,
+      "test_f1": 0.6592427616926503,
+      "test_precision": 0.6915887850467289,
+      "test_recall": 0.6297872340425532
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        18271,
+        17809,
+        24006,
+        4049,
+        12744,
+        14542,
+        1185,
+        5725,
+        12127,
+        3095,
+        30074,
+        20449,
+        19539,
+        24449,
+        27217,
+        20177
+      ],
+      "test_balanced_acc": 0.7611929441716676,
+      "test_accuracy": 0.7611940298507462,
+      "test_auc": 0.8471722131296598,
+      "test_f1": 0.7617021276595745,
+      "test_precision": 0.7617021276595745,
+      "test_recall": 0.7617021276595745
+    }
+  },
+  "130_temp_cat_Frequency": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        8845
+      ],
+      "test_balanced_acc": 0.9697959183673469,
+      "test_accuracy": 0.9696969696969697,
+      "test_auc": 0.9697959183673469,
+      "test_f1": 0.9696969696969697,
+      "test_precision": 0.9795918367346939,
+      "test_recall": 0.96
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        8845,
+        19764,
+        32236,
+        2739
+      ],
+      "test_balanced_acc": 0.97,
+      "test_accuracy": 0.9696969696969697,
+      "test_auc": 0.9944897959183674,
+      "test_f1": 0.9690721649484536,
+      "test_precision": 1.0,
+      "test_recall": 0.94
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        8845,
+        19764,
+        32236,
+        2739,
+        2468,
+        992,
+        10348,
+        31889,
+        25240,
+        10969,
+        22584,
+        26911,
+        27607,
+        31248,
+        12148,
+        11535
+      ],
+      "test_balanced_acc": 0.97,
+      "test_accuracy": 0.9696969696969697,
+      "test_auc": 0.9959183673469388,
+      "test_f1": 0.9690721649484536,
+      "test_precision": 1.0,
+      "test_recall": 0.94
+    }
+  },
+  "131_temp_cat_Typical Time": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        14285
+      ],
+      "test_balanced_acc": 0.7375510204081632,
+      "test_accuracy": 0.7373737373737373,
+      "test_auc": 0.7375510204081631,
+      "test_f1": 0.7346938775510204,
+      "test_precision": 0.75,
+      "test_recall": 0.72
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        14285,
+        15453,
+        6330,
+        6714
+      ],
+      "test_balanced_acc": 0.8677551020408163,
+      "test_accuracy": 0.8686868686868687,
+      "test_auc": 0.9404081632653061,
+      "test_f1": 0.8807339449541285,
+      "test_precision": 0.8135593220338984,
+      "test_recall": 0.96
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        14285,
+        15453,
+        6330,
+        6714,
+        24776,
+        16835,
+        23688,
+        19764,
+        1300,
+        10969,
+        22739,
+        27902,
+        29275,
+        7673,
+        27525,
+        19012
+      ],
+      "test_balanced_acc": 0.9593877551020409,
+      "test_accuracy": 0.9595959595959596,
+      "test_auc": 0.9938775510204082,
+      "test_f1": 0.9607843137254902,
+      "test_precision": 0.9423076923076923,
+      "test_recall": 0.98
+    }
+  },
+  "132_temp_cat_Event Ordering": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        14619
+      ],
+      "test_balanced_acc": 0.919795918367347,
+      "test_accuracy": 0.9191919191919192,
+      "test_auc": 0.9197959183673469,
+      "test_f1": 0.9148936170212766,
+      "test_precision": 0.9772727272727273,
+      "test_recall": 0.86
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        14619,
+        6330,
+        22584,
+        20180
+      ],
+      "test_balanced_acc": 0.9489795918367347,
+      "test_accuracy": 0.9494949494949495,
+      "test_auc": 0.9979591836734694,
+      "test_f1": 0.9523809523809523,
+      "test_precision": 0.9090909090909091,
+      "test_recall": 1.0
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        14619,
+        6330,
+        22584,
+        20180,
+        12148,
+        11535,
+        9869,
+        15587,
+        22212,
+        18480,
+        13597,
+        393,
+        3372,
+        8636,
+        11039,
+        11137
+      ],
+      "test_balanced_acc": 0.9591836734693877,
+      "test_accuracy": 0.9595959595959596,
+      "test_auc": 0.9985714285714286,
+      "test_f1": 0.9615384615384616,
+      "test_precision": 0.9259259259259259,
+      "test_recall": 1.0
+    }
+  },
+  "133_context_type_Causality": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        8498
+      ],
+      "test_balanced_acc": 0.9243046776232617,
+      "test_accuracy": 0.9244444444444444,
+      "test_auc": 0.9243046776232617,
+      "test_f1": 0.927038626609442,
+      "test_precision": 0.9,
+      "test_recall": 0.9557522123893806
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        8498,
+        4560,
+        12873,
+        27381
+      ],
+      "test_balanced_acc": 0.9243046776232617,
+      "test_accuracy": 0.9244444444444444,
+      "test_auc": 0.9587942477876106,
+      "test_f1": 0.927038626609442,
+      "test_precision": 0.9,
+      "test_recall": 0.9557522123893806
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        8498,
+        4560,
+        12873,
+        27381,
+        16863,
+        24976,
+        4994,
+        13597,
+        13999,
+        4451,
+        6029,
+        2696,
+        31741,
+        30356,
+        4654,
+        11417
+      ],
+      "test_balanced_acc": 0.9332332490518331,
+      "test_accuracy": 0.9333333333333333,
+      "test_auc": 0.9675647914032869,
+      "test_f1": 0.935064935064935,
+      "test_precision": 0.9152542372881356,
+      "test_recall": 0.9557522123893806
+    }
+  },
+  "134_context_type_Belief_states": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        992
+      ],
+      "test_balanced_acc": 0.6615439317319849,
+      "test_accuracy": 0.6622222222222223,
+      "test_auc": 0.6615439317319848,
+      "test_f1": 0.7076923076923077,
+      "test_precision": 0.6258503401360545,
+      "test_recall": 0.8141592920353983
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        992,
+        4771,
+        1206,
+        2972
+      ],
+      "test_balanced_acc": 0.7823166877370418,
+      "test_accuracy": 0.7822222222222223,
+      "test_auc": 0.8541798356510746,
+      "test_f1": 0.7782805429864253,
+      "test_precision": 0.7962962962962963,
+      "test_recall": 0.7610619469026548
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        992,
+        4771,
+        1206,
+        2972,
+        18973,
+        21218,
+        6375,
+        12479,
+        4654,
+        18220,
+        2893,
+        18253,
+        1474,
+        6345,
+        7070,
+        17903
+      ],
+      "test_balanced_acc": 0.835927623261694,
+      "test_accuracy": 0.8355555555555556,
+      "test_auc": 0.9174699747155499,
+      "test_f1": 0.821256038647343,
+      "test_precision": 0.9042553191489362,
+      "test_recall": 0.7522123893805309
+    }
+  },
+  "135_context_type_Event_duration": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        11535
+      ],
+      "test_balanced_acc": 0.8626343236409608,
+      "test_accuracy": 0.8622222222222222,
+      "test_auc": 0.8626343236409609,
+      "test_f1": 0.848780487804878,
+      "test_precision": 0.9456521739130435,
+      "test_recall": 0.7699115044247787
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        11535,
+        13229,
+        15575,
+        22584
+      ],
+      "test_balanced_acc": 0.9422803413400759,
+      "test_accuracy": 0.9422222222222222,
+      "test_auc": 0.9716735145385589,
+      "test_f1": 0.9417040358744395,
+      "test_precision": 0.9545454545454546,
+      "test_recall": 0.9292035398230089
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        11535,
+        13229,
+        15575,
+        22584,
+        23209,
+        22468,
+        7516,
+        27719,
+        14500,
+        6330,
+        24487,
+        19764,
+        6514,
+        3349,
+        23688,
+        12148
+      ],
+      "test_balanced_acc": 0.9645227560050569,
+      "test_accuracy": 0.9644444444444444,
+      "test_auc": 0.9909924146649811,
+      "test_f1": 0.963963963963964,
+      "test_precision": 0.981651376146789,
+      "test_recall": 0.9469026548672567
+    }
+  },
+  "136_glue_mnli_entailment": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        21276
+      ],
+      "test_balanced_acc": 0.6921913447099797,
+      "test_accuracy": 0.6922410056350239,
+      "test_auc": 0.6921913447099797,
+      "test_f1": 0.723950233281493,
+      "test_precision": 0.656558533145275,
+      "test_recall": 0.8067590987868284
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        21276,
+        5773,
+        17840,
+        11534
+      ],
+      "test_balanced_acc": 0.7182480034752232,
+      "test_accuracy": 0.7182488079757261,
+      "test_auc": 0.7702064992086051,
+      "test_f1": 0.7188581314878892,
+      "test_precision": 0.7176165803108808,
+      "test_recall": 0.720103986135182
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        21276,
+        5773,
+        17840,
+        11534,
+        24934,
+        895,
+        23600,
+        13467,
+        17201,
+        24704,
+        30910,
+        685,
+        29031,
+        13729,
+        12453,
+        11910
+      ],
+      "test_balanced_acc": 0.7555378854950013,
+      "test_accuracy": 0.7555266579973993,
+      "test_auc": 0.8249901169580973,
+      "test_f1": 0.7491103202846975,
+      "test_precision": 0.7696526508226691,
+      "test_recall": 0.729636048526863
+    }
+  },
+  "137_glue_mnli_neutral": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        21276
+      ],
+      "test_balanced_acc": 0.6302607469625616,
+      "test_accuracy": 0.6302557433896836,
+      "test_auc": 0.6302607469625617,
+      "test_f1": 0.626041209995616,
+      "test_precision": 0.6335403726708074,
+      "test_recall": 0.6187175043327556
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        21276,
+        27404,
+        27656,
+        24724
+      ],
+      "test_balanced_acc": 0.6467488925732134,
+      "test_accuracy": 0.646727351538795,
+      "test_auc": 0.6795542034117914,
+      "test_f1": 0.6283629730962152,
+      "test_precision": 0.6631376323387873,
+      "test_recall": 0.597053726169844
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        21276,
+        27404,
+        27656,
+        24724,
+        30998,
+        5773,
+        5826,
+        17840,
+        22542,
+        30851,
+        25065,
+        1102,
+        25302,
+        8847,
+        25543,
+        8304
+      ],
+      "test_balanced_acc": 0.6553956147853313,
+      "test_accuracy": 0.6553966189856957,
+      "test_auc": 0.7176215764466443,
+      "test_f1": 0.6562905317769131,
+      "test_precision": 0.6548748921484038,
+      "test_recall": 0.6577123050259965
+    }
+  },
+  "138_glue_mnli_contradiction": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        30998
+      ],
+      "test_balanced_acc": 0.6303603289437095,
+      "test_accuracy": 0.6302557433896836,
+      "test_auc": 0.6303603289437095,
+      "test_f1": 0.5128498001142204,
+      "test_precision": 0.7520938023450586,
+      "test_recall": 0.38908145580589254
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        30998,
+        8847,
+        2489,
+        5826
+      ],
+      "test_balanced_acc": 0.6931191481494285,
+      "test_accuracy": 0.6931079323797139,
+      "test_auc": 0.7412315247241392,
+      "test_f1": 0.6850533807829181,
+      "test_precision": 0.7038391224862889,
+      "test_recall": 0.6672443674176777
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        30998,
+        8847,
+        2489,
+        5826,
+        11910,
+        25065,
+        25543,
+        27404,
+        27656,
+        31876,
+        8304,
+        5773,
+        16664,
+        26629,
+        21188,
+        9751
+      ],
+      "test_balanced_acc": 0.7421232531817382,
+      "test_accuracy": 0.7420892934547031,
+      "test_auc": 0.81076605223958,
+      "test_f1": 0.7202632816173014,
+      "test_precision": 0.7872559095580678,
+      "test_recall": 0.6637781629116117
+    }
+  },
+  "139_news_class_Politics": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        19527
+      ],
+      "test_balanced_acc": 0.667781749052226,
+      "test_accuracy": 0.6677966101694915,
+      "test_auc": 0.6677817490522259,
+      "test_f1": 0.6750663129973474,
+      "test_precision": 0.6610389610389611,
+      "test_recall": 0.6897018970189702
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        19527,
+        2198,
+        1440,
+        4712
+      ],
+      "test_balanced_acc": 0.6908546697407273,
+      "test_accuracy": 0.6908474576271186,
+      "test_auc": 0.7493684570495637,
+      "test_f1": 0.6876712328767123,
+      "test_precision": 0.6952908587257618,
+      "test_recall": 0.6802168021680217
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        19527,
+        2198,
+        1440,
+        4712,
+        4103,
+        23180,
+        7737,
+        27505,
+        23395,
+        30057,
+        14892,
+        20158,
+        7078,
+        9628,
+        2813,
+        8683
+      ],
+      "test_balanced_acc": 0.787164510044015,
+      "test_accuracy": 0.7871186440677966,
+      "test_auc": 0.8690729648137729,
+      "test_f1": 0.7718023255813954,
+      "test_precision": 0.8322884012539185,
+      "test_recall": 0.7195121951219512
+    }
+  },
+  "140_news_class_Technology": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        24551
+      ],
+      "test_balanced_acc": 0.619891120892213,
+      "test_accuracy": 0.6196610169491525,
+      "test_auc": 0.619891120892213,
+      "test_f1": 0.4246153846153846,
+      "test_precision": 0.8734177215189873,
+      "test_recall": 0.2804878048780488
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        24551,
+        17032,
+        13347,
+        8934
+      ],
+      "test_balanced_acc": 0.7784102400047066,
+      "test_accuracy": 0.7783050847457628,
+      "test_auc": 0.8003276301419732,
+      "test_f1": 0.7377706495589414,
+      "test_precision": 0.9037328094302554,
+      "test_recall": 0.6233062330623306
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        24551,
+        17032,
+        13347,
+        8934,
+        3976,
+        21474,
+        2198,
+        7023,
+        22727,
+        13630,
+        24616,
+        17721,
+        22764,
+        1867,
+        20860,
+        18103
+      ],
+      "test_balanced_acc": 0.8000481700882138,
+      "test_accuracy": 0.8,
+      "test_auc": 0.8639571911322913,
+      "test_f1": 0.7848285922684172,
+      "test_precision": 0.8499210110584519,
+      "test_recall": 0.7289972899728997
+    }
+  },
+  "141_news_class_Entertainment": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        19527
+      ],
+      "test_balanced_acc": 0.6480191430136825,
+      "test_accuracy": 0.648135593220339,
+      "test_auc": 0.6480191430136826,
+      "test_f1": 0.6998264893001735,
+      "test_precision": 0.6104944500504541,
+      "test_recall": 0.8197831978319783
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        19527,
+        7078,
+        20568,
+        22745
+      ],
+      "test_balanced_acc": 0.6779048217890591,
+      "test_accuracy": 0.6779661016949152,
+      "test_auc": 0.7584086220780797,
+      "test_f1": 0.7047855811062772,
+      "test_precision": 0.6509758897818599,
+      "test_recall": 0.7682926829268293
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        19527,
+        7078,
+        20568,
+        22745,
+        2198,
+        5615,
+        10825,
+        2813,
+        23180,
+        7023,
+        1440,
+        16574,
+        22727,
+        1944,
+        31172,
+        20759
+      ],
+      "test_balanced_acc": 0.7789645637297622,
+      "test_accuracy": 0.7789830508474577,
+      "test_auc": 0.8715246752196152,
+      "test_f1": 0.7849604221635884,
+      "test_precision": 0.7647814910025706,
+      "test_recall": 0.8062330623306233
+    }
+  },
+  "142_cancer_cat_Thyroid_Cancer": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        2082
+      ],
+      "test_balanced_acc": 0.543094655242758,
+      "test_accuracy": 0.5422740524781341,
+      "test_auc": 0.543094655242758,
+      "test_f1": 0.3643724696356275,
+      "test_precision": 0.6,
+      "test_recall": 0.2616279069767442
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        2082,
+        27447,
+        11750,
+        27536
+      ],
+      "test_balanced_acc": 0.6092751257989937,
+      "test_accuracy": 0.60932944606414,
+      "test_auc": 0.6462158302733578,
+      "test_f1": 0.6171428571428571,
+      "test_precision": 0.6067415730337079,
+      "test_recall": 0.627906976744186
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        2082,
+        27447,
+        11750,
+        27536,
+        26213,
+        24929,
+        17982,
+        27293,
+        2047,
+        21224,
+        15138,
+        16278,
+        11807,
+        3178,
+        18890,
+        6859
+      ],
+      "test_balanced_acc": 0.6297259621923025,
+      "test_accuracy": 0.6297376093294461,
+      "test_auc": 0.6845335237318102,
+      "test_f1": 0.6318840579710145,
+      "test_precision": 0.630057803468208,
+      "test_recall": 0.6337209302325582
+    }
+  },
+  "143_cancer_cat_Lung_Cancer": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        15241
+      ],
+      "test_balanced_acc": 0.6787705698354413,
+      "test_accuracy": 0.6793002915451894,
+      "test_auc": 0.6787705698354414,
+      "test_f1": 0.729064039408867,
+      "test_precision": 0.6324786324786325,
+      "test_recall": 0.8604651162790697
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        15241,
+        32713,
+        11750,
+        19552
+      ],
+      "test_balanced_acc": 0.7933156534747722,
+      "test_accuracy": 0.793002915451895,
+      "test_auc": 0.8660070719434245,
+      "test_f1": 0.7687296416938111,
+      "test_precision": 0.8740740740740741,
+      "test_recall": 0.686046511627907
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        15241,
+        32713,
+        11750,
+        19552,
+        28876,
+        13467,
+        8749,
+        21044,
+        2078,
+        26490,
+        26213,
+        1000,
+        27447,
+        23447,
+        2082,
+        2585
+      ],
+      "test_balanced_acc": 0.8600231198150414,
+      "test_accuracy": 0.8600583090379009,
+      "test_auc": 0.9438664490684074,
+      "test_f1": 0.8620689655172413,
+      "test_precision": 0.8522727272727273,
+      "test_recall": 0.872093023255814
+    }
+  },
+  "144_cancer_cat_Colon_Cancer": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        15241
+      ],
+      "test_balanced_acc": 0.7348191214470284,
+      "test_accuracy": 0.7346938775510204,
+      "test_auc": 0.7348191214470283,
+      "test_f1": 0.723404255319149,
+      "test_precision": 0.7579617834394905,
+      "test_recall": 0.6918604651162791
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        15241,
+        21044,
+        3675,
+        13373
+      ],
+      "test_balanced_acc": 0.7406330749354005,
+      "test_accuracy": 0.7405247813411079,
+      "test_auc": 0.8349313205494356,
+      "test_f1": 0.7311178247734139,
+      "test_precision": 0.7610062893081762,
+      "test_recall": 0.7034883720930233
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        15241,
+        21044,
+        3675,
+        13373,
+        28876,
+        32713,
+        19552,
+        1706,
+        29386,
+        6275,
+        13629,
+        13467,
+        8749,
+        28793,
+        31834,
+        25303
+      ],
+      "test_balanced_acc": 0.7929586563307494,
+      "test_accuracy": 0.793002915451895,
+      "test_auc": 0.8818339453284374,
+      "test_f1": 0.7965616045845272,
+      "test_precision": 0.7853107344632768,
+      "test_recall": 0.8081395348837209
+    }
+  },
+  "145_disease_class_digestive system diseases": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        23418
+      ],
+      "test_balanced_acc": 0.5173469387755102,
+      "test_accuracy": 0.5151515151515151,
+      "test_auc": 0.5173469387755102,
+      "test_f1": 0.38461538461538464,
+      "test_precision": 0.5357142857142857,
+      "test_recall": 0.3
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        23418,
+        17605,
+        22019,
+        30091
+      ],
+      "test_balanced_acc": 0.4940816326530612,
+      "test_accuracy": 0.494949494949495,
+      "test_auc": 0.5071428571428571,
+      "test_f1": 0.5370370370370371,
+      "test_precision": 0.5,
+      "test_recall": 0.58
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        23418,
+        17605,
+        22019,
+        30091,
+        19500,
+        27334,
+        15631,
+        30061,
+        17840,
+        4672,
+        2816,
+        30057,
+        26418,
+        18452,
+        22107,
+        7992
+      ],
+      "test_balanced_acc": 0.5040816326530613,
+      "test_accuracy": 0.5050505050505051,
+      "test_auc": 0.5448979591836735,
+      "test_f1": 0.5504587155963303,
+      "test_precision": 0.5084745762711864,
+      "test_recall": 0.6
+    }
+  },
+  "146_disease_class_cardiovascular diseases": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        7084
+      ],
+      "test_balanced_acc": 0.5495918367346939,
+      "test_accuracy": 0.5454545454545454,
+      "test_auc": 0.5495918367346939,
+      "test_f1": 0.23728813559322035,
+      "test_precision": 0.7777777777777778,
+      "test_recall": 0.14
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        7084,
+        31715,
+        7767,
+        18452
+      ],
+      "test_balanced_acc": 0.5281632653061225,
+      "test_accuracy": 0.5252525252525253,
+      "test_auc": 0.5657142857142857,
+      "test_f1": 0.3380281690140845,
+      "test_precision": 0.5714285714285714,
+      "test_recall": 0.24
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        7084,
+        31715,
+        7767,
+        18452,
+        8212,
+        2084,
+        22764,
+        26364,
+        22041,
+        22917,
+        8879,
+        17840,
+        13629,
+        15432,
+        3302,
+        28566
+      ],
+      "test_balanced_acc": 0.5055102040816326,
+      "test_accuracy": 0.5050505050505051,
+      "test_auc": 0.5377551020408163,
+      "test_f1": 0.4842105263157895,
+      "test_precision": 0.5111111111111111,
+      "test_recall": 0.46
+    }
+  },
+  "147_disease_class_nervous system diseases": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        30073
+      ],
+      "test_balanced_acc": 0.5536734693877551,
+      "test_accuracy": 0.5555555555555556,
+      "test_auc": 0.5536734693877551,
+      "test_f1": 0.6271186440677966,
+      "test_precision": 0.5441176470588235,
+      "test_recall": 0.74
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        30073,
+        24915,
+        23887,
+        31511
+      ],
+      "test_balanced_acc": 0.5244897959183673,
+      "test_accuracy": 0.5252525252525253,
+      "test_auc": 0.596530612244898,
+      "test_f1": 0.5607476635514018,
+      "test_precision": 0.5263157894736842,
+      "test_recall": 0.6
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        30073,
+        24915,
+        23887,
+        31511,
+        11416,
+        17907,
+        21533,
+        28653,
+        6230,
+        9673,
+        17840,
+        307,
+        5043,
+        2340,
+        9169,
+        11423
+      ],
+      "test_balanced_acc": 0.5555102040816327,
+      "test_accuracy": 0.5555555555555556,
+      "test_auc": 0.5826530612244898,
+      "test_f1": 0.56,
+      "test_precision": 0.56,
+      "test_recall": 0.56
+    }
+  },
+  "148_twt_emotion_worry": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        1944
+      ],
+      "test_balanced_acc": 0.5130757888311583,
+      "test_accuracy": 0.5132203389830509,
+      "test_auc": 0.5130757888311583,
+      "test_f1": 0.5988826815642458,
+      "test_precision": 0.5095057034220533,
+      "test_recall": 0.7262872628726287
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        1944,
+        3814,
+        10660,
+        14127
+      ],
+      "test_balanced_acc": 0.5436849382062342,
+      "test_accuracy": 0.543728813559322,
+      "test_auc": 0.5765830860479568,
+      "test_f1": 0.5716104392106939,
+      "test_precision": 0.539015606242497,
+      "test_recall": 0.6084010840108401
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        1944,
+        3814,
+        10660,
+        14127,
+        13174,
+        4627,
+        24343,
+        32510,
+        11206,
+        14212,
+        25525,
+        25582,
+        3733,
+        24487,
+        4743,
+        24466
+      ],
+      "test_balanced_acc": 0.5620189885752318,
+      "test_accuracy": 0.5620338983050848,
+      "test_auc": 0.6071425944924307,
+      "test_f1": 0.5716180371352785,
+      "test_precision": 0.5597402597402598,
+      "test_recall": 0.5840108401084011
+    }
+  },
+  "149_twt_emotion_happiness": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        27398
+      ],
+      "test_balanced_acc": 0.5635734851242677,
+      "test_accuracy": 0.5633898305084746,
+      "test_auc": 0.5635734851242679,
+      "test_f1": 0.40148698884758366,
+      "test_precision": 0.6390532544378699,
+      "test_recall": 0.2926829268292683
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        27398,
+        22602,
+        29988,
+        23418
+      ],
+      "test_balanced_acc": 0.6107617860439121,
+      "test_accuracy": 0.6108474576271187,
+      "test_auc": 0.6665241788103091,
+      "test_f1": 0.6546329723225031,
+      "test_precision": 0.5887445887445888,
+      "test_recall": 0.7371273712737128
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        27398,
+        22602,
+        29988,
+        23418,
+        14127,
+        5168,
+        23889,
+        32510,
+        1944,
+        13582,
+        14097,
+        26967,
+        11910,
+        11286,
+        14108,
+        15884
+      ],
+      "test_balanced_acc": 0.6555930620364548,
+      "test_accuracy": 0.655593220338983,
+      "test_auc": 0.7242859979481749,
+      "test_f1": 0.6558265582655827,
+      "test_precision": 0.6558265582655827,
+      "test_recall": 0.6558265582655827
+    }
+  },
+  "150_twt_emotion_sadness": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        29988
+      ],
+      "test_balanced_acc": 0.5771438447084607,
+      "test_accuracy": 0.5769491525423729,
+      "test_auc": 0.5771438447084606,
+      "test_f1": 0.4068441064638783,
+      "test_precision": 0.6815286624203821,
+      "test_recall": 0.2899728997289973
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        29988,
+        799,
+        14097,
+        12591
+      ],
+      "test_balanced_acc": 0.6129671303497295,
+      "test_accuracy": 0.6128813559322034,
+      "test_auc": 0.632853838714778,
+      "test_f1": 0.5570209464701319,
+      "test_precision": 0.6515426497277677,
+      "test_recall": 0.48644986449864497
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        29988,
+        799,
+        14097,
+        12591,
+        11026,
+        11910,
+        16594,
+        32221,
+        4627,
+        27398,
+        29930,
+        14108,
+        6230,
+        24021,
+        22355,
+        1789
+      ],
+      "test_balanced_acc": 0.6156183237544723,
+      "test_accuracy": 0.615593220338983,
+      "test_auc": 0.6557318727868418,
+      "test_f1": 0.6009852216748769,
+      "test_precision": 0.6251830161054173,
+      "test_recall": 0.5785907859078591
+    }
+  },
+  "151_it_tick_HR Support": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        8594
+      ],
+      "test_balanced_acc": 0.5450716713462391,
+      "test_accuracy": 0.5459057071960298,
+      "test_auc": 0.5450716713462391,
+      "test_f1": 0.660482374768089,
+      "test_precision": 0.5281899109792285,
+      "test_recall": 0.8811881188118812
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        8594,
+        11405,
+        31338,
+        3150
+      ],
+      "test_balanced_acc": 0.5477439534998276,
+      "test_accuracy": 0.5483870967741935,
+      "test_auc": 0.5883454017043495,
+      "test_f1": 0.6417322834645669,
+      "test_precision": 0.5326797385620915,
+      "test_recall": 0.806930693069307
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        8594,
+        11405,
+        31338,
+        3150,
+        1613,
+        24444,
+        2751,
+        15811,
+        21678,
+        11454,
+        13345,
+        21889,
+        24106,
+        21044,
+        5260,
+        23223
+      ],
+      "test_balanced_acc": 0.5979508398601054,
+      "test_accuracy": 0.598014888337469,
+      "test_auc": 0.6714201270873357,
+      "test_f1": 0.6086956521739131,
+      "test_precision": 0.5943396226415094,
+      "test_recall": 0.6237623762376238
+    }
+  },
+  "152_it_tick_Hardware": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        8642
+      ],
+      "test_balanced_acc": 0.5907590759075907,
+      "test_accuracy": 0.5905707196029777,
+      "test_auc": 0.5907590759075909,
+      "test_f1": 0.5576407506702413,
+      "test_precision": 0.6081871345029239,
+      "test_recall": 0.5148514851485149
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        8642,
+        6605,
+        31753,
+        16727
+      ],
+      "test_balanced_acc": 0.6130609329589676,
+      "test_accuracy": 0.6129032258064516,
+      "test_auc": 0.6585020442342742,
+      "test_f1": 0.5873015873015873,
+      "test_precision": 0.6306818181818182,
+      "test_recall": 0.5495049504950495
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        8642,
+        6605,
+        31753,
+        16727,
+        6337,
+        17126,
+        1999,
+        28112,
+        22775,
+        29344,
+        15811,
+        28951,
+        18549,
+        13388,
+        30006,
+        17891
+      ],
+      "test_balanced_acc": 0.6475543076695729,
+      "test_accuracy": 0.6476426799007444,
+      "test_auc": 0.6709767991724546,
+      "test_f1": 0.6602870813397129,
+      "test_precision": 0.6388888888888888,
+      "test_recall": 0.6831683168316832
+    }
+  },
+  "153_it_tick_Administrative rights": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        31666
+      ],
+      "test_balanced_acc": 0.5736047485345549,
+      "test_accuracy": 0.5732009925558312,
+      "test_auc": 0.5736047485345549,
+      "test_f1": 0.4911242603550296,
+      "test_precision": 0.6102941176470589,
+      "test_recall": 0.41089108910891087
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        31666,
+        17934,
+        7992,
+        17891
+      ],
+      "test_balanced_acc": 0.6279986207575982,
+      "test_accuracy": 0.6277915632754343,
+      "test_auc": 0.6563223486527756,
+      "test_f1": 0.5945945945945946,
+      "test_precision": 0.6547619047619048,
+      "test_recall": 0.5445544554455446
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        31666,
+        17934,
+        7992,
+        17891,
+        18525,
+        28156,
+        22775,
+        8642,
+        7664,
+        23811,
+        19285,
+        18775,
+        29872,
+        29985,
+        8625,
+        13119
+      ],
+      "test_balanced_acc": 0.6674917491749175,
+      "test_accuracy": 0.6674937965260546,
+      "test_auc": 0.753632825969164,
+      "test_f1": 0.6683168316831684,
+      "test_precision": 0.6683168316831684,
+      "test_recall": 0.6683168316831684
+    }
+  },
+  "154_athlete_sport_football": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        14470
+      ],
+      "test_balanced_acc": 0.7617130937190865,
+      "test_accuracy": 0.7617135207496654,
+      "test_auc": 0.7617130937190866,
+      "test_f1": 0.7620320855614974,
+      "test_precision": 0.7620320855614974,
+      "test_recall": 0.7620320855614974
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        14470,
+        7033,
+        10251,
+        26630
+      ],
+      "test_balanced_acc": 0.808755430029677,
+      "test_accuracy": 0.8085676037483266,
+      "test_auc": 0.892954939714126,
+      "test_f1": 0.7776049766718507,
+      "test_precision": 0.929368029739777,
+      "test_recall": 0.6684491978609626
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        14470,
+        7033,
+        10251,
+        26630,
+        3183,
+        31040,
+        32031,
+        14403,
+        11000,
+        13901,
+        18077,
+        9792,
+        30706,
+        5730,
+        30359,
+        310
+      ],
+      "test_balanced_acc": 0.8299665954609969,
+      "test_accuracy": 0.8299866131191432,
+      "test_auc": 0.9203058020673538,
+      "test_f1": 0.8326745718050066,
+      "test_precision": 0.8207792207792208,
+      "test_recall": 0.8449197860962567
+    }
+  },
+  "155_athlete_sport_basketball": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        7033
+      ],
+      "test_balanced_acc": 0.8662384768677152,
+      "test_accuracy": 0.8661311914323963,
+      "test_auc": 0.8662384768677152,
+      "test_f1": 0.8546511627906976,
+      "test_precision": 0.9363057324840764,
+      "test_recall": 0.786096256684492
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        7033,
+        14470,
+        3183,
+        26630
+      ],
+      "test_balanced_acc": 0.8674857708133217,
+      "test_accuracy": 0.8674698795180723,
+      "test_auc": 0.9425922209000588,
+      "test_f1": 0.8660351826792964,
+      "test_precision": 0.8767123287671232,
+      "test_recall": 0.8556149732620321
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        7033,
+        14470,
+        3183,
+        26630,
+        3639,
+        30706,
+        10937,
+        32281,
+        547,
+        10251,
+        11301,
+        32031,
+        12215,
+        17733,
+        18966,
+        29522
+      ],
+      "test_balanced_acc": 0.871557397026566,
+      "test_accuracy": 0.8714859437751004,
+      "test_auc": 0.9484559361156112,
+      "test_f1": 0.864406779661017,
+      "test_precision": 0.9161676646706587,
+      "test_recall": 0.8181818181818182
+    }
+  },
+  "156_athlete_sport_baseball": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        26630
+      ],
+      "test_balanced_acc": 0.8488337084772978,
+      "test_accuracy": 0.8487282463186078,
+      "test_auc": 0.8488337084772978,
+      "test_f1": 0.8359941944847605,
+      "test_precision": 0.9142857142857143,
+      "test_recall": 0.7700534759358288
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        26630,
+        3639,
+        7033,
+        30766
+      ],
+      "test_balanced_acc": 0.8555289529899213,
+      "test_accuracy": 0.8554216867469879,
+      "test_auc": 0.9149080299924015,
+      "test_f1": 0.8430232558139535,
+      "test_precision": 0.9235668789808917,
+      "test_recall": 0.7754010695187166
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        26630,
+        3639,
+        7033,
+        30766,
+        14470,
+        31040,
+        25279,
+        17781,
+        10251,
+        24616,
+        30299,
+        19283,
+        32281,
+        13901,
+        24779,
+        31115
+      ],
+      "test_balanced_acc": 0.8808153288124901,
+      "test_accuracy": 0.8808567603748326,
+      "test_auc": 0.9528178807472294,
+      "test_f1": 0.8845654993514915,
+      "test_precision": 0.8589420654911839,
+      "test_recall": 0.9117647058823529
+    }
+  },
+  "157_amazon_5star": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        29104
+      ],
+      "test_balanced_acc": 0.8162827784697209,
+      "test_accuracy": 0.8164102564102564,
+      "test_auc": 0.816282778469721,
+      "test_f1": 0.8368277119416591,
+      "test_precision": 0.7536945812807881,
+      "test_recall": 0.9405737704918032
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        29104,
+        20530,
+        12591,
+        13582
+      ],
+      "test_balanced_acc": 0.8286178341804962,
+      "test_accuracy": 0.8287179487179487,
+      "test_auc": 0.8436311307099337,
+      "test_f1": 0.8440709617180205,
+      "test_precision": 0.7753001715265866,
+      "test_recall": 0.9262295081967213
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        29104,
+        20530,
+        12591,
+        13582,
+        27644,
+        11572,
+        2822,
+        624,
+        21889,
+        23889,
+        25598,
+        25720,
+        23418,
+        17891,
+        19682,
+        22013
+      ],
+      "test_balanced_acc": 0.8440098293331538,
+      "test_accuracy": 0.8441025641025641,
+      "test_auc": 0.8926494597232976,
+      "test_f1": 0.8571428571428571,
+      "test_precision": 0.7916666666666666,
+      "test_recall": 0.9344262295081968
+    }
+  },
+  "158_code_C": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        18303
+      ],
+      "test_balanced_acc": 0.7822542229790803,
+      "test_accuracy": 0.7821848739495798,
+      "test_auc": 0.7822542229790803,
+      "test_f1": 0.7256562235393734,
+      "test_precision": 0.9805491990846682,
+      "test_recall": 0.5759408602150538
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        18303,
+        25379,
+        29923,
+        8567
+      ],
+      "test_balanced_acc": 0.8544954570434807,
+      "test_accuracy": 0.8544537815126051,
+      "test_auc": 0.8752521856086078,
+      "test_f1": 0.8339087073264289,
+      "test_precision": 0.9714030384271671,
+      "test_recall": 0.730510752688172
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        18303,
+        25379,
+        29923,
+        8567,
+        10707,
+        22403,
+        5780,
+        12594,
+        18848,
+        25269,
+        32403,
+        23065,
+        12279,
+        25294,
+        21889,
+        5639
+      ],
+      "test_balanced_acc": 0.8722969137543296,
+      "test_accuracy": 0.8722689075630252,
+      "test_auc": 0.9535427106608528,
+      "test_f1": 0.8607038123167156,
+      "test_precision": 0.9467741935483871,
+      "test_recall": 0.7889784946236559
+    }
+  },
+  "159_code_Python": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        420
+      ],
+      "test_balanced_acc": 0.7606189122936416,
+      "test_accuracy": 0.760672268907563,
+      "test_auc": 0.7606189122936418,
+      "test_f1": 0.7935034802784223,
+      "test_precision": 0.6979591836734694,
+      "test_recall": 0.9193548387096774
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        420,
+        6271,
+        24343,
+        43
+      ],
+      "test_balanced_acc": 0.7972863834233608,
+      "test_accuracy": 0.7973109243697479,
+      "test_auc": 0.9033369850532573,
+      "test_f1": 0.8111493892890699,
+      "test_precision": 0.7595307917888563,
+      "test_recall": 0.8702956989247311
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        420,
+        6271,
+        24343,
+        43,
+        1944,
+        23492,
+        4364,
+        404,
+        7830,
+        24430,
+        2394,
+        21603,
+        19052,
+        22239,
+        1999,
+        17803
+      ],
+      "test_balanced_acc": 0.863883269699402,
+      "test_accuracy": 0.8638655462184874,
+      "test_auc": 0.9597165126436282,
+      "test_f1": 0.8563320326356865,
+      "test_precision": 0.9068369646882044,
+      "test_recall": 0.8111559139784946
+    }
+  },
+  "160_code_HTML": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        1943
+      ],
+      "test_balanced_acc": 0.7392242626056649,
+      "test_accuracy": 0.7391596638655462,
+      "test_auc": 0.7392242626056648,
+      "test_f1": 0.6772046589018302,
+      "test_precision": 0.888646288209607,
+      "test_recall": 0.5470430107526881
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        1943,
+        16613,
+        23418,
+        6337
+      ],
+      "test_balanced_acc": 0.7879469289396996,
+      "test_accuracy": 0.7878991596638656,
+      "test_auc": 0.8455855767909698,
+      "test_f1": 0.7528397963180572,
+      "test_precision": 0.9023474178403755,
+      "test_recall": 0.6458333333333334
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        1943,
+        16613,
+        23418,
+        6337,
+        27242,
+        13633,
+        14111,
+        31158,
+        457,
+        24060,
+        29923,
+        31715,
+        1053,
+        739,
+        23325,
+        7622
+      ],
+      "test_balanced_acc": 0.8070965391818701,
+      "test_accuracy": 0.8070588235294117,
+      "test_auc": 0.9103010138042243,
+      "test_f1": 0.7827403482210447,
+      "test_precision": 0.8960138648180243,
+      "test_recall": 0.6948924731182796
+    }
+  },
+  "161_agnews_0": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        31511
+      ],
+      "test_balanced_acc": 0.937833535804933,
+      "test_accuracy": 0.9378151260504202,
+      "test_auc": 0.937833535804933,
+      "test_f1": 0.9342339139708496,
+      "test_precision": 0.9916981132075472,
+      "test_recall": 0.8830645161290323
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        31511,
+        22093,
+        2371,
+        24729
+      ],
+      "test_balanced_acc": 0.9543010752688172,
+      "test_accuracy": 0.9542857142857143,
+      "test_auc": 0.9613039713358065,
+      "test_f1": 0.952112676056338,
+      "test_precision": 1.0,
+      "test_recall": 0.9086021505376344
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        31511,
+        22093,
+        2371,
+        24729,
+        21474,
+        10209,
+        2696,
+        1197,
+        19527,
+        22016,
+        13729,
+        4627,
+        7737,
+        11760,
+        27093,
+        25880
+      ],
+      "test_balanced_acc": 0.9885750428444366,
+      "test_accuracy": 0.9885714285714285,
+      "test_auc": 0.9983418118315726,
+      "test_f1": 0.9884510869565217,
+      "test_precision": 0.9993131868131868,
+      "test_recall": 0.9778225806451613
+    }
+  },
+  "162_agnews_1": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        31511
+      ],
+      "test_balanced_acc": 0.9237206325791266,
+      "test_accuracy": 0.9236974789915966,
+      "test_auc": 0.9237206325791267,
+      "test_f1": 0.9180801154817755,
+      "test_precision": 0.9914263445050663,
+      "test_recall": 0.8548387096774194
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        31511,
+        24729,
+        10209,
+        13729
+      ],
+      "test_balanced_acc": 0.92775221272534,
+      "test_accuracy": 0.9277310924369748,
+      "test_auc": 0.9339348276460506,
+      "test_f1": 0.922911437791323,
+      "test_precision": 0.98923904688701,
+      "test_recall": 0.8649193548387096
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        31511,
+        24729,
+        10209,
+        13729,
+        2371,
+        22093,
+        2696,
+        1197,
+        22016,
+        4627,
+        27093,
+        25880,
+        1944,
+        21474,
+        404,
+        19052
+      ],
+      "test_balanced_acc": 0.9637092254738197,
+      "test_accuracy": 0.9636974789915966,
+      "test_auc": 0.9925862854415689,
+      "test_f1": 0.9623955431754875,
+      "test_precision": 0.9985549132947977,
+      "test_recall": 0.928763440860215
+    }
+  },
+  "163_agnews_2": {
+    "1": {
+      "k": 1,
+      "selected_features": [
+        31511
+      ],
+      "test_balanced_acc": 0.9186803099984815,
+      "test_accuracy": 0.9186554621848739,
+      "test_auc": 0.9186803099984814,
+      "test_f1": 0.9121915820029027,
+      "test_precision": 0.9913249211356467,
+      "test_recall": 0.844758064516129
+    },
+    "4": {
+      "k": 4,
+      "selected_features": [
+        31511,
+        24729,
+        2371,
+        21474
+      ],
+      "test_balanced_acc": 0.97580396591246,
+      "test_accuracy": 0.9757983193277311,
+      "test_auc": 0.9816482996001187,
+      "test_f1": 0.9753930280246069,
+      "test_precision": 0.9923504867872045,
+      "test_recall": 0.959005376344086
+    },
+    "16": {
+      "k": 16,
+      "selected_features": [
+        31511,
+        24729,
+        2371,
+        21474,
+        22093,
+        13729,
+        2696,
+        10209,
+        1197,
+        22016,
+        25880,
+        4627,
+        27093,
+        12104,
+        11760,
+        22764
+      ],
+      "test_balanced_acc": 0.9828626772530389,
+      "test_accuracy": 0.9828571428571429,
+      "test_auc": 0.9970040530475591,
+      "test_f1": 0.9825760163990434,
+      "test_precision": 0.9993050729673384,
+      "test_recall": 0.9663978494623656
+    }
+  }
+}
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/100_news_fake_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/100_news_fake_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..6da6c9d2ffa891c26ea7075ae61b4da42fcf604a
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/100_news_fake_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.93121837219097,
+        "test_acc": 0.9312649164677804,
+        "test_auc": 0.955455244719555,
+        "val_auc": 0.9755469755469756,
+        "k": 1,
+        "dataset": "100_news_fake",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            15241
+        ]
+    },
+    {
+        "test_f1": 0.9914079383726543,
+        "test_acc": 0.9914081145584726,
+        "test_auc": 0.9992308084895412,
+        "val_auc": 0.9987129987129987,
+        "k": 16,
+        "dataset": "100_news_fake",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            15241,
+            2096,
+            13467,
+            13729,
+            15362,
+            22093,
+            24729,
+            3247,
+            29588,
+            1944,
+            17721,
+            21044,
+            15133,
+            31708,
+            7470,
+            26936
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/105_click_bait_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/105_click_bait_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..c45dae8b6c2ed126eb82dc67b4aaa3d3ffc79e2b
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/105_click_bait_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9169039976007368,
+        "test_acc": 0.9170447180816591,
+        "test_auc": 0.9544221218658226,
+        "val_auc": 0.9429516329061596,
+        "k": 1,
+        "dataset": "105_click_bait",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            13467
+        ]
+    },
+    {
+        "test_f1": 0.9675940957759462,
+        "test_acc": 0.9675955930006481,
+        "test_auc": 0.9923035825890606,
+        "val_auc": 0.9875981810665565,
+        "k": 16,
+        "dataset": "105_click_bait",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            13467,
+            8731,
+            5640,
+            7737,
+            31172,
+            24729,
+            12247,
+            23439,
+            5608,
+            6230,
+            24343,
+            29054,
+            31511,
+            7470,
+            15884,
+            685
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/106_hate_hate_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/106_hate_hate_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..ecb011af46de0b12facbd2ee3420193c9ca0356f
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/106_hate_hate_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5533157644411559,
+        "test_acc": 0.5733333333333334,
+        "test_auc": 0.5832134224572396,
+        "val_auc": 0.5874349739895958,
+        "k": 1,
+        "dataset": "106_hate_hate",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            27644
+        ]
+    },
+    {
+        "test_f1": 0.5868814782148504,
+        "test_acc": 0.5869182389937107,
+        "test_auc": 0.6290941421047676,
+        "val_auc": 0.6138455382152861,
+        "k": 16,
+        "dataset": "106_hate_hate",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            27644,
+            23418,
+            21889,
+            15996,
+            17673,
+            15157,
+            14214,
+            24021,
+            21451,
+            32669,
+            12004,
+            25217,
+            16204,
+            12891,
+            20530,
+            4985
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/107_hate_offensive_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/107_hate_offensive_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..8bb2b891b5bcbd51da8eb4b7d5726ae7c7045ea9
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/107_hate_offensive_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6877817082284876,
+        "test_acc": 0.6991194968553459,
+        "test_auc": 0.7040638395040602,
+        "val_auc": 0.7611044417767108,
+        "k": 1,
+        "dataset": "107_hate_offensive",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            9503
+        ]
+    },
+    {
+        "test_f1": 0.7240197573778583,
+        "test_acc": 0.7255345911949685,
+        "test_auc": 0.7796097166795437,
+        "val_auc": 0.8235294117647058,
+        "k": 16,
+        "dataset": "107_hate_offensive",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            9503,
+            15241,
+            26759,
+            32706,
+            26611,
+            3639,
+            21661,
+            25715,
+            15996,
+            1944,
+            3733,
+            298,
+            21782,
+            16674,
+            2055,
+            5595
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/110_aimade_humangpt3_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/110_aimade_humangpt3_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..6a299e31a7810d9955888f53a59a1b30573512b7
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/110_aimade_humangpt3_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7773904209042783,
+        "test_acc": 0.7781132075471698,
+        "test_auc": 0.8204201302429575,
+        "val_auc": 0.865546218487395,
+        "k": 1,
+        "dataset": "110_aimade_humangpt3",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            24729
+        ]
+    },
+    {
+        "test_f1": 0.7790196395230139,
+        "test_acc": 0.7791194968553459,
+        "test_auc": 0.8672613182871765,
+        "val_auc": 0.9151660664265707,
+        "k": 16,
+        "dataset": "110_aimade_humangpt3",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            24729,
+            18492,
+            31511,
+            12104,
+            21997,
+            13729,
+            11196,
+            13301,
+            16154,
+            1944,
+            31172,
+            25007,
+            16696,
+            27334,
+            6158,
+            30851
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/113_movie_sent_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/113_movie_sent_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..97572ddae41919a8fc58adb9b022330c141539ae
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/113_movie_sent_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7617440877364794,
+        "test_acc": 0.7617610062893082,
+        "test_auc": 0.815240967698491,
+        "val_auc": 0.7971188475390156,
+        "k": 1,
+        "dataset": "113_movie_sent",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            20530
+        ]
+    },
+    {
+        "test_f1": 0.8830115231008825,
+        "test_acc": 0.8830188679245283,
+        "test_auc": 0.9475104274362836,
+        "val_auc": 0.9647859143657462,
+        "k": 16,
+        "dataset": "113_movie_sent",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            20530,
+            12591,
+            23889,
+            11910,
+            15869,
+            17920,
+            1944,
+            27644,
+            8265,
+            16003,
+            6046,
+            29208,
+            20265,
+            13582,
+            29251,
+            19069
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/114_nyc_borough_Manhattan_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/114_nyc_borough_Manhattan_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..9251e87599a0596219f6c65e875c1912a9388ba5
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/114_nyc_borough_Manhattan_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5190074888840321,
+        "test_acc": 0.5497435897435897,
+        "test_auc": 0.5556455549197159,
+        "val_auc": 0.5552835577315383,
+        "k": 1,
+        "dataset": "114_nyc_borough_Manhattan",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            2354
+        ]
+    },
+    {
+        "test_f1": 0.5910541228879087,
+        "test_acc": 0.5917948717948718,
+        "test_auc": 0.6438171138115596,
+        "val_auc": 0.6136270909832721,
+        "k": 16,
+        "dataset": "114_nyc_borough_Manhattan",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            2354,
+            30706,
+            14742,
+            7841,
+            13986,
+            30057,
+            9884,
+            12087,
+            22553,
+            31569,
+            13255,
+            31808,
+            15521,
+            8081,
+            17891,
+            24057
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/115_nyc_borough_Brooklyn_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/115_nyc_borough_Brooklyn_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..a4007c3e9a5e50eea77072c9a67db73db4c114b8
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/115_nyc_borough_Brooklyn_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5082113178258992,
+        "test_acc": 0.5230769230769231,
+        "test_auc": 0.5324565758912041,
+        "val_auc": 0.6005711954304365,
+        "k": 1,
+        "dataset": "115_nyc_borough_Brooklyn",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            14742
+        ]
+    },
+    {
+        "test_f1": 0.5432264763125402,
+        "test_acc": 0.5435897435897435,
+        "test_auc": 0.5561420708923823,
+        "val_auc": 0.6752345981232151,
+        "k": 16,
+        "dataset": "115_nyc_borough_Brooklyn",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            14742,
+            7401,
+            25113,
+            32593,
+            7347,
+            14232,
+            9300,
+            27814,
+            913,
+            27879,
+            25889,
+            1220,
+            30945,
+            18849,
+            1566,
+            25582
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/116_nyc_borough_Bronx_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/116_nyc_borough_Bronx_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..7a80ee257b5a6f7275d3562f086ec64a3c806d73
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/116_nyc_borough_Bronx_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5341901640457114,
+        "test_acc": 0.5558974358974359,
+        "test_auc": 0.5563882249974753,
+        "val_auc": 0.5091799265605874,
+        "k": 1,
+        "dataset": "116_nyc_borough_Bronx",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            23987
+        ]
+    },
+    {
+        "test_f1": 0.5536497755891315,
+        "test_acc": 0.556923076923077,
+        "test_auc": 0.5698930386777527,
+        "val_auc": 0.5393716850265198,
+        "k": 16,
+        "dataset": "116_nyc_borough_Bronx",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            23987,
+            30057,
+            28553,
+            25902,
+            14232,
+            14742,
+            17891,
+            31289,
+            26936,
+            27279,
+            31991,
+            27879,
+            13986,
+            26307,
+            16288,
+            26950
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/117_us_state_FL_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/117_us_state_FL_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..1e8cb66dc229b162d83c83055c2f2d1083389eed
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/117_us_state_FL_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8671979042043984,
+        "test_acc": 0.8686868686868687,
+        "test_auc": 0.8771428571428571,
+        "val_auc": 0.8587740384615383,
+        "k": 1,
+        "dataset": "117_us_state_FL",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            5563
+        ]
+    },
+    {
+        "test_f1": 0.83818577936225,
+        "test_acc": 0.8383838383838383,
+        "test_auc": 0.9130612244897959,
+        "val_auc": 0.9443108974358974,
+        "k": 16,
+        "dataset": "117_us_state_FL",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            5563,
+            13862,
+            4118,
+            31545,
+            20145,
+            18966,
+            5019,
+            5730,
+            16630,
+            913,
+            24525,
+            12601,
+            14401,
+            2405,
+            3334,
+            26632
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/118_us_state_CA_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/118_us_state_CA_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..a1ef63814593b5af2a57c097c056375253d6af5e
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/118_us_state_CA_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8681220810253067,
+        "test_acc": 0.8686868686868687,
+        "test_auc": 0.8953061224489796,
+        "val_auc": 0.9403044871794872,
+        "k": 1,
+        "dataset": "118_us_state_CA",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            5230
+        ]
+    },
+    {
+        "test_f1": 0.8787631416202846,
+        "test_acc": 0.8787878787878788,
+        "test_auc": 0.9485714285714285,
+        "val_auc": 0.9855769230769231,
+        "k": 16,
+        "dataset": "118_us_state_CA",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            5230,
+            27653,
+            30766,
+            16726,
+            28240,
+            6446,
+            31405,
+            31545,
+            1220,
+            2405,
+            547,
+            15387,
+            30019,
+            29386,
+            18823,
+            22469
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/119_us_state_TX_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/119_us_state_TX_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..83b0cd0e71cfc7f3c031715b43c5f757a3430309
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/119_us_state_TX_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8677158770616714,
+        "test_acc": 0.8686868686868687,
+        "test_auc": 0.8842857142857143,
+        "val_auc": 0.8120993589743589,
+        "k": 1,
+        "dataset": "119_us_state_TX",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            13064
+        ]
+    },
+    {
+        "test_f1": 0.8888208408469712,
+        "test_acc": 0.8888888888888888,
+        "test_auc": 0.9630612244897959,
+        "val_auc": 0.9435096153846153,
+        "k": 16,
+        "dataset": "119_us_state_TX",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            13064,
+            31545,
+            1220,
+            14742,
+            30766,
+            22788,
+            2143,
+            18738,
+            28240,
+            547,
+            5730,
+            4080,
+            30019,
+            7816,
+            5787,
+            32558
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/120_us_timezone_Chicago_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/120_us_timezone_Chicago_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..482b81dc34154bc9029f48170fc3fad22b12cb82
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/120_us_timezone_Chicago_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6284219674688128,
+        "test_acc": 0.6380580840918942,
+        "test_auc": 0.6705486102864804,
+        "val_auc": 0.7806,
+        "k": 1,
+        "dataset": "120_us_timezone_Chicago",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            5230
+        ]
+    },
+    {
+        "test_f1": 0.798240286256853,
+        "test_acc": 0.7984395318595578,
+        "test_auc": 0.8933420614747752,
+        "val_auc": 0.9312,
+        "k": 16,
+        "dataset": "120_us_timezone_Chicago",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            5230,
+            31490,
+            31545,
+            18966,
+            27653,
+            21803,
+            13064,
+            1220,
+            4080,
+            2405,
+            6446,
+            5162,
+            547,
+            24779,
+            28240,
+            15140
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/121_us_timezone_New_York_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/121_us_timezone_New_York_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..7955cf9699c704637b0c91a3037d78b2e8581d57
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/121_us_timezone_New_York_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6462295730872706,
+        "test_acc": 0.6532293021239706,
+        "test_auc": 0.6868864434727582,
+        "val_auc": 0.741,
+        "k": 1,
+        "dataset": "121_us_timezone_New_York",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            5230
+        ]
+    },
+    {
+        "test_f1": 0.8131330469593859,
+        "test_acc": 0.8131772865192891,
+        "test_auc": 0.9138897698867094,
+        "val_auc": 0.9463999999999999,
+        "k": 16,
+        "dataset": "121_us_timezone_New_York",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            5230,
+            1220,
+            547,
+            5162,
+            31490,
+            25479,
+            31545,
+            30766,
+            11342,
+            30019,
+            13064,
+            16726,
+            28817,
+            18966,
+            26106,
+            5787
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/122_us_timezone_Los_Angeles_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/122_us_timezone_Los_Angeles_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..0a42ac2c6c75cb39340267e1964e8bab4a4d242e
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/122_us_timezone_Los_Angeles_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8229420277015342,
+        "test_acc": 0.824013870827915,
+        "test_auc": 0.8654478333215588,
+        "val_auc": 0.8602,
+        "k": 1,
+        "dataset": "122_us_timezone_Los_Angeles",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            5230
+        ]
+    },
+    {
+        "test_f1": 0.8573605894842493,
+        "test_acc": 0.857824013870828,
+        "test_auc": 0.9381193811336864,
+        "val_auc": 0.9259999999999999,
+        "k": 16,
+        "dataset": "122_us_timezone_Los_Angeles",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            5230,
+            27653,
+            6446,
+            1220,
+            2405,
+            31545,
+            18966,
+            31490,
+            547,
+            29456,
+            18823,
+            22469,
+            31405,
+            26106,
+            21803,
+            15387
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/123_world_country_United_Kingdom_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/123_world_country_United_Kingdom_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..1fc3a474fce7f0b502e43e979fca202178b04450
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/123_world_country_United_Kingdom_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8501694101411182,
+        "test_acc": 0.8502564102564103,
+        "test_auc": 0.9382005924529573,
+        "val_auc": 0.952264381884945,
+        "k": 1,
+        "dataset": "123_world_country_United_Kingdom",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            4761
+        ]
+    },
+    {
+        "test_f1": 0.9692305750247127,
+        "test_acc": 0.9692307692307692,
+        "test_auc": 0.992358703335914,
+        "val_auc": 0.9942880456956343,
+        "k": 16,
+        "dataset": "123_world_country_United_Kingdom",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            4761,
+            29647,
+            17749,
+            24616,
+            14742,
+            17891,
+            16922,
+            22788,
+            20104,
+            3183,
+            14232,
+            3399,
+            5456,
+            1440,
+            18823,
+            13986
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/124_world_country_United_States_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/124_world_country_United_States_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..230cd1174a099d07d6cb5c50125ab2949d65f417
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/124_world_country_United_States_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9007755255132825,
+        "test_acc": 0.9015384615384615,
+        "test_auc": 0.9044795839364459,
+        "val_auc": 0.9302325581395349,
+        "k": 1,
+        "dataset": "124_world_country_United_States",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            18659
+        ]
+    },
+    {
+        "test_f1": 0.9610233449818711,
+        "test_acc": 0.961025641025641,
+        "test_auc": 0.9936252398424614,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "124_world_country_United_States",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            18659,
+            29522,
+            29868,
+            4761,
+            17233,
+            13901,
+            917,
+            16116,
+            5456,
+            5757,
+            3399,
+            11807,
+            2143,
+            14232,
+            23070,
+            27115
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/125_world_country_Italy_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/125_world_country_Italy_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..36a3394732d88e686ee058e5b9e7184c5a864a31
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/125_world_country_Italy_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9589579532770056,
+        "test_acc": 0.958974358974359,
+        "test_auc": 0.981570000336621,
+        "val_auc": 0.9995920032639738,
+        "k": 1,
+        "dataset": "125_world_country_Italy",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            9122
+        ]
+    },
+    {
+        "test_f1": 0.9784615384615385,
+        "test_acc": 0.9784615384615385,
+        "test_auc": 0.9976941461608375,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "125_world_country_Italy",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            9122,
+            1440,
+            31139,
+            14639,
+            30766,
+            16597,
+            29868,
+            28273,
+            7147,
+            22304,
+            14638,
+            17749,
+            14717,
+            17233,
+            11807,
+            1706
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/126_art_type_book_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/126_art_type_book_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..8ef400cddf44014c2cae2f9b8ee78900f14ee714
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/126_art_type_book_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6194097198734697,
+        "test_acc": 0.6194191590810576,
+        "test_auc": 0.6620954153207441,
+        "val_auc": 0.6876,
+        "k": 1,
+        "dataset": "126_art_type_book",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            12247
+        ]
+    },
+    {
+        "test_f1": 0.7056066890035801,
+        "test_acc": 0.7069787602947551,
+        "test_auc": 0.7886081219815386,
+        "val_auc": 0.8029999999999999,
+        "k": 16,
+        "dataset": "126_art_type_book",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            12247,
+            25878,
+            23439,
+            7995,
+            15827,
+            24487,
+            11302,
+            6230,
+            24343,
+            30018,
+            25582,
+            8943,
+            2029,
+            1944,
+            13255,
+            20252
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/127_art_type_song_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/127_art_type_song_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..99fe0ab77035d7933f0050e2ce219e0d38163194
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/127_art_type_song_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6542916134157861,
+        "test_acc": 0.6666666666666666,
+        "test_auc": 0.6795425541989024,
+        "val_auc": 0.6714,
+        "k": 1,
+        "dataset": "127_art_type_song",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            7995
+        ]
+    },
+    {
+        "test_f1": 0.7533041828469449,
+        "test_acc": 0.753359341135674,
+        "test_auc": 0.8327319583754835,
+        "val_auc": 0.8496,
+        "k": 16,
+        "dataset": "127_art_type_song",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            7995,
+            12247,
+            15827,
+            7841,
+            24343,
+            26478,
+            30057,
+            14589,
+            1257,
+            25878,
+            22192,
+            298,
+            13255,
+            1944,
+            26759,
+            26936
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/128_art_type_movie_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/128_art_type_movie_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..fec97ea7acaac1d958d32c8dc13d70463584ac7b
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/128_art_type_movie_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5207261228832126,
+        "test_acc": 0.5574338968357174,
+        "test_auc": 0.5650048626069285,
+        "val_auc": 0.5660000000000001,
+        "k": 1,
+        "dataset": "128_art_type_movie",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            14639
+        ]
+    },
+    {
+        "test_f1": 0.6397715526290674,
+        "test_acc": 0.6406588643259644,
+        "test_auc": 0.7022074131081453,
+        "val_auc": 0.7304,
+        "k": 16,
+        "dataset": "128_art_type_movie",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            14639,
+            12460,
+            11807,
+            15827,
+            22192,
+            7995,
+            1440,
+            18634,
+            31086,
+            13860,
+            14589,
+            25901,
+            15387,
+            21236,
+            24750,
+            26478
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/129_arith_mc_A_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/129_arith_mc_A_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..37fac51e88fbd26d787c3be48c5c48d862de6caa
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/129_arith_mc_A_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6095264034364154,
+        "test_acc": 0.6204690831556503,
+        "test_auc": 0.6398254228041461,
+        "val_auc": 0.5784,
+        "k": 1,
+        "dataset": "129_arith_mc_A",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            1185
+        ]
+    },
+    {
+        "test_f1": 0.7840098463055911,
+        "test_acc": 0.7846481876332623,
+        "test_auc": 0.8584106201127477,
+        "val_auc": 0.8552,
+        "k": 16,
+        "dataset": "129_arith_mc_A",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            1185,
+            14542,
+            30074,
+            17809,
+            20449,
+            18271,
+            3095,
+            5725,
+            4049,
+            19539,
+            12744,
+            23811,
+            12127,
+            11220,
+            5806,
+            16618
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/130_temp_cat_Frequency_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/130_temp_cat_Frequency_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..d62ea09df155122c5c4a02ae167961f459678b86
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/130_temp_cat_Frequency_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9696969696969697,
+        "test_acc": 0.9696969696969697,
+        "test_auc": 0.9779591836734693,
+        "val_auc": 0.9601449275362319,
+        "k": 1,
+        "dataset": "130_temp_cat_Frequency",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            8845
+        ]
+    },
+    {
+        "test_f1": 1.0,
+        "test_acc": 1.0,
+        "test_auc": 1.0,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "130_temp_cat_Frequency",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            8845,
+            19764,
+            10969,
+            32236,
+            2739,
+            22584,
+            2468,
+            10348,
+            31889,
+            21218,
+            25240,
+            26911,
+            27607,
+            30061,
+            992,
+            11039
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/131_temp_cat_Typical Time_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/131_temp_cat_Typical Time_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..e4d895d91a96258946b021aa237f69cd0b7b9893
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/131_temp_cat_Typical Time_blocks.12.hook_resid_post_l1.json	
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8482990353199857,
+        "test_acc": 0.8484848484848485,
+        "test_auc": 0.9122448979591837,
+        "val_auc": 0.874194847020934,
+        "k": 1,
+        "dataset": "131_temp_cat_Typical Time",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            6330
+        ]
+    },
+    {
+        "test_f1": 0.9696598070639972,
+        "test_acc": 0.9696969696969697,
+        "test_auc": 0.9967346938775511,
+        "val_auc": 0.9842995169082126,
+        "k": 16,
+        "dataset": "131_temp_cat_Typical Time",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            6330,
+            14285,
+            15453,
+            10969,
+            6714,
+            16835,
+            29275,
+            24776,
+            22739,
+            23688,
+            1300,
+            19764,
+            5209,
+            13597,
+            7673,
+            27902
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/132_temp_cat_Event Ordering_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/132_temp_cat_Event Ordering_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..ef98dda5ddbc13a4acfb8630526ad350091c60c4
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/132_temp_cat_Event Ordering_blocks.12.hook_resid_post_l1.json	
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9189439402205359,
+        "test_acc": 0.9191919191919192,
+        "test_auc": 0.9273469387755101,
+        "val_auc": 0.9074074074074074,
+        "k": 1,
+        "dataset": "132_temp_cat_Event Ordering",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            14619
+        ]
+    },
+    {
+        "test_f1": 0.9797856011091305,
+        "test_acc": 0.9797979797979798,
+        "test_auc": 0.9987755102040816,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "132_temp_cat_Event Ordering",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            14619,
+            6330,
+            22584,
+            12148,
+            20180,
+            15587,
+            9869,
+            13597,
+            11535,
+            22212,
+            11039,
+            18480,
+            3372,
+            393,
+            23209,
+            5835
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/133_context_type_Causality_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/133_context_type_Causality_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..e6b72fb57c1ab36d453bfb7f803d810cf6ec4fae
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/133_context_type_Causality_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9466645596291614,
+        "test_acc": 0.9466666666666667,
+        "test_auc": 0.9630214917825538,
+        "val_auc": 0.9492694805194806,
+        "k": 1,
+        "dataset": "133_context_type_Causality",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            8498
+        ]
+    },
+    {
+        "test_f1": 0.9377777777777778,
+        "test_acc": 0.9377777777777778,
+        "test_auc": 0.9700537294563844,
+        "val_auc": 0.9784902597402598,
+        "k": 16,
+        "dataset": "133_context_type_Causality",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            8498,
+            4560,
+            12873,
+            16863,
+            4994,
+            24976,
+            27381,
+            13597,
+            13999,
+            18973,
+            4451,
+            6029,
+            2696,
+            4654,
+            31741,
+            30356
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/134_context_type_Belief_states_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/134_context_type_Belief_states_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c12fe5a75431a05f52d55f73d60b413b80a798
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/134_context_type_Belief_states_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6827403980843597,
+        "test_acc": 0.6844444444444444,
+        "test_auc": 0.7470764854614412,
+        "val_auc": 0.5669642857142857,
+        "k": 1,
+        "dataset": "134_context_type_Belief_states",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            1474
+        ]
+    },
+    {
+        "test_f1": 0.7986401860797997,
+        "test_acc": 0.8,
+        "test_auc": 0.9027338811630847,
+        "val_auc": 0.854301948051948,
+        "k": 16,
+        "dataset": "134_context_type_Belief_states",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            1474,
+            18973,
+            992,
+            2893,
+            4771,
+            1206,
+            15587,
+            21218,
+            26821,
+            16165,
+            4654,
+            18220,
+            6475,
+            6375,
+            12479,
+            2972
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/135_context_type_Event_duration_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/135_context_type_Event_duration_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..0b88faeedef32a42ca45294f8703f51b00fa7b2b
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/135_context_type_Event_duration_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8610700735578785,
+        "test_acc": 0.8622222222222222,
+        "test_auc": 0.875869152970923,
+        "val_auc": 0.8942775974025974,
+        "k": 1,
+        "dataset": "135_context_type_Event_duration",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            11535
+        ]
+    },
+    {
+        "test_f1": 0.9555450187029134,
+        "test_acc": 0.9555555555555556,
+        "test_auc": 0.9943900126422249,
+        "val_auc": 0.9866071428571428,
+        "k": 16,
+        "dataset": "135_context_type_Event_duration",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            11535,
+            13229,
+            22584,
+            15575,
+            23209,
+            22468,
+            7516,
+            14500,
+            27719,
+            24487,
+            12148,
+            6514,
+            16858,
+            6330,
+            2690,
+            19764
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/136_glue_mnli_entailment_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/136_glue_mnli_entailment_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..511dd787e127e863354aa3162ddedaf1b1104377
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/136_glue_mnli_entailment_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7229756787564391,
+        "test_acc": 0.7234503684438665,
+        "test_auc": 0.7764553624708959,
+        "val_auc": 0.8342,
+        "k": 1,
+        "dataset": "136_glue_mnli_entailment",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21276
+        ]
+    },
+    {
+        "test_f1": 0.7527822692245206,
+        "test_acc": 0.7537928045080191,
+        "test_auc": 0.8245786366963734,
+        "val_auc": 0.896,
+        "k": 16,
+        "dataset": "136_glue_mnli_entailment",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21276,
+            5773,
+            17840,
+            9664,
+            24934,
+            895,
+            13467,
+            11534,
+            24704,
+            23600,
+            17201,
+            8731,
+            30910,
+            685,
+            13729,
+            9313
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/137_glue_mnli_neutral_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/137_glue_mnli_neutral_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..f6eabafe40c0a87ffaab68ab75d31e47f78373b4
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/137_glue_mnli_neutral_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6237943949814779,
+        "test_acc": 0.6250541829215431,
+        "test_auc": 0.661661763976425,
+        "val_auc": 0.7132000000000001,
+        "k": 1,
+        "dataset": "137_glue_mnli_neutral",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21276
+        ]
+    },
+    {
+        "test_f1": 0.6846480360047881,
+        "test_acc": 0.6848721283051582,
+        "test_auc": 0.7547213132495892,
+        "val_auc": 0.7964000000000001,
+        "k": 16,
+        "dataset": "137_glue_mnli_neutral",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21276,
+            5826,
+            31511,
+            27404,
+            5773,
+            17840,
+            9313,
+            27656,
+            13467,
+            24724,
+            1102,
+            25065,
+            16696,
+            24934,
+            30851,
+            30998
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/138_glue_mnli_contradiction_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/138_glue_mnli_contradiction_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..9ac350420bd0df5769e5887a02b21f4d077de301
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/138_glue_mnli_contradiction_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5889330715645289,
+        "test_acc": 0.5916775032509753,
+        "test_auc": 0.6190534526012317,
+        "val_auc": 0.6464,
+        "k": 1,
+        "dataset": "138_glue_mnli_contradiction",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21276
+        ]
+    },
+    {
+        "test_f1": 0.742481853932304,
+        "test_acc": 0.7438231469440832,
+        "test_auc": 0.8279155725174776,
+        "val_auc": 0.8304,
+        "k": 16,
+        "dataset": "138_glue_mnli_contradiction",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21276,
+            8847,
+            30998,
+            5826,
+            27404,
+            25065,
+            5773,
+            27656,
+            2489,
+            25543,
+            11910,
+            9664,
+            26629,
+            8304,
+            24934,
+            31876
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/139_news_class_Politics_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/139_news_class_Politics_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d4555ceb3ef647024b1553a320f4ed790f5b0c3
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/139_news_class_Politics_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6703384661277905,
+        "test_acc": 0.6705084745762712,
+        "test_auc": 0.7103598783613344,
+        "val_auc": 0.7586553945249599,
+        "k": 1,
+        "dataset": "139_news_class_Politics",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            19527
+        ]
+    },
+    {
+        "test_f1": 0.7941827407699165,
+        "test_acc": 0.7945762711864407,
+        "test_auc": 0.8693919537567153,
+        "val_auc": 0.8756038647342995,
+        "k": 16,
+        "dataset": "139_news_class_Politics",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            19527,
+            2198,
+            4712,
+            1440,
+            4103,
+            23180,
+            23395,
+            7737,
+            20158,
+            14892,
+            8017,
+            27505,
+            30057,
+            2371,
+            2813,
+            8683
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/140_news_class_Technology_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/140_news_class_Technology_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..52deeae98757b238f640efe3984e3d45a95fad31
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/140_news_class_Technology_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5575765765777074,
+        "test_acc": 0.560677966101695,
+        "test_auc": 0.5767485558166301,
+        "val_auc": 0.6384863123993558,
+        "k": 1,
+        "dataset": "140_news_class_Technology",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            3976
+        ]
+    },
+    {
+        "test_f1": 0.7737203913946582,
+        "test_acc": 0.7742372881355932,
+        "test_auc": 0.86295334120234,
+        "val_auc": 0.8679549114331724,
+        "k": 16,
+        "dataset": "140_news_class_Technology",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            3976,
+            17032,
+            24551,
+            13347,
+            8934,
+            8731,
+            17721,
+            21474,
+            7023,
+            13630,
+            22764,
+            32031,
+            22727,
+            12845,
+            2813,
+            2198
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/141_news_class_Entertainment_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/141_news_class_Entertainment_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..f706be41f2e5fa57e4f73822ff1a64be2961c092
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/141_news_class_Entertainment_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6374248670055985,
+        "test_acc": 0.648135593220339,
+        "test_auc": 0.6528683265123019,
+        "val_auc": 0.623792270531401,
+        "k": 1,
+        "dataset": "141_news_class_Entertainment",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            19527
+        ]
+    },
+    {
+        "test_f1": 0.7530852820493633,
+        "test_acc": 0.7532203389830509,
+        "test_auc": 0.8500273944394804,
+        "val_auc": 0.8927133655394525,
+        "k": 16,
+        "dataset": "141_news_class_Entertainment",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            19527,
+            2198,
+            7078,
+            20568,
+            22745,
+            1944,
+            2371,
+            10825,
+            5615,
+            10209,
+            21044,
+            20759,
+            2813,
+            23180,
+            7023,
+            1440
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/142_cancer_cat_Thyroid_Cancer_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/142_cancer_cat_Thyroid_Cancer_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..05e1078289d6381530b78b89b8171652972a3694
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/142_cancer_cat_Thyroid_Cancer_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5736120110067442,
+        "test_acc": 0.597667638483965,
+        "test_auc": 0.596015231878145,
+        "val_auc": 0.606642657062825,
+        "k": 1,
+        "dataset": "142_cancer_cat_Thyroid_Cancer",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            27447
+        ]
+    },
+    {
+        "test_f1": 0.6588863293445828,
+        "test_acc": 0.6588921282798834,
+        "test_auc": 0.6975724194206445,
+        "val_auc": 0.7907162865146059,
+        "k": 16,
+        "dataset": "142_cancer_cat_Thyroid_Cancer",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            27447,
+            2082,
+            11750,
+            23447,
+            24929,
+            28876,
+            8731,
+            26490,
+            3178,
+            26213,
+            3675,
+            1000,
+            6859,
+            2585,
+            23348,
+            23418
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/143_cancer_cat_Lung_Cancer_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/143_cancer_cat_Lung_Cancer_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..305c1bf1e828aff2923e04d4ba6fd099644aba76
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/143_cancer_cat_Lung_Cancer_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6682811759468037,
+        "test_acc": 0.6793002915451894,
+        "test_auc": 0.6903984768121855,
+        "val_auc": 0.7302921168467387,
+        "k": 1,
+        "dataset": "143_cancer_cat_Lung_Cancer",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            15241
+        ]
+    },
+    {
+        "test_f1": 0.879902870898198,
+        "test_acc": 0.880466472303207,
+        "test_auc": 0.9444954440364477,
+        "val_auc": 0.9299719887955182,
+        "k": 16,
+        "dataset": "143_cancer_cat_Lung_Cancer",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            15241,
+            11750,
+            32713,
+            19552,
+            28876,
+            1000,
+            4985,
+            8683,
+            13373,
+            26213,
+            27447,
+            13763,
+            2082,
+            13729,
+            23447,
+            2585
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/144_cancer_cat_Colon_Cancer_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/144_cancer_cat_Colon_Cancer_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..49c0a25af9e3a2d412d38d72d194795e3536362e
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/144_cancer_cat_Colon_Cancer_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.727891728368474,
+        "test_acc": 0.7288629737609329,
+        "test_auc": 0.7420270637834897,
+        "val_auc": 0.617046818727491,
+        "k": 1,
+        "dataset": "144_cancer_cat_Colon_Cancer",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            15241
+        ]
+    },
+    {
+        "test_f1": 0.8309037900874635,
+        "test_acc": 0.8309037900874635,
+        "test_auc": 0.9048687610499115,
+        "val_auc": 0.8819527811124449,
+        "k": 16,
+        "dataset": "144_cancer_cat_Colon_Cancer",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            15241,
+            32713,
+            21044,
+            3675,
+            13373,
+            29386,
+            19552,
+            24444,
+            1000,
+            4985,
+            13629,
+            1706,
+            3178,
+            6275,
+            28876,
+            15133
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/145_disease_class_digestive system diseases_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/145_disease_class_digestive system diseases_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..7084b692289fbc488551c159fedd76df379551fa
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/145_disease_class_digestive system diseases_blocks.12.hook_resid_post_l1.json	
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.49121989121989124,
+        "test_acc": 0.5151515151515151,
+        "test_auc": 0.5191836734693878,
+        "val_auc": 0.5252525252525253,
+        "k": 1,
+        "dataset": "145_disease_class_digestive system diseases",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            23418
+        ]
+    },
+    {
+        "test_f1": 0.5428403372328606,
+        "test_acc": 0.5454545454545454,
+        "test_auc": 0.5489795918367347,
+        "val_auc": 0.5886868686868686,
+        "k": 16,
+        "dataset": "145_disease_class_digestive system diseases",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            23418,
+            30091,
+            11423,
+            28653,
+            30061,
+            22019,
+            17605,
+            15631,
+            4672,
+            27334,
+            19500,
+            16547,
+            26418,
+            9673,
+            2816,
+            24841
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/146_disease_class_cardiovascular diseases_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/146_disease_class_cardiovascular diseases_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..895be2872466855829e9c1e7d1176c71e77804a0
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/146_disease_class_cardiovascular diseases_blocks.12.hook_resid_post_l1.json	
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.45455653966811144,
+        "test_acc": 0.5454545454545454,
+        "test_auc": 0.55,
+        "val_auc": 0.5692929292929293,
+        "k": 1,
+        "dataset": "146_disease_class_cardiovascular diseases",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            7084
+        ]
+    },
+    {
+        "test_f1": 0.469884025439581,
+        "test_acc": 0.47474747474747475,
+        "test_auc": 0.5338775510204081,
+        "val_auc": 0.6824242424242424,
+        "k": 16,
+        "dataset": "146_disease_class_cardiovascular diseases",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            7084,
+            23418,
+            26364,
+            25567,
+            18452,
+            22917,
+            2084,
+            1169,
+            22016,
+            8212,
+            30073,
+            21710,
+            7767,
+            25525,
+            8879,
+            22041
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/147_disease_class_nervous system diseases_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/147_disease_class_nervous system diseases_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..50b9184cf7eef1b54c2fe9a32d60ef255246793a
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/147_disease_class_nervous system diseases_blocks.12.hook_resid_post_l1.json	
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5757575757575758,
+        "test_acc": 0.5757575757575758,
+        "test_auc": 0.5846938775510204,
+        "val_auc": 0.6163636363636363,
+        "k": 1,
+        "dataset": "147_disease_class_nervous system diseases",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            23887
+        ]
+    },
+    {
+        "test_f1": 0.5352587095444239,
+        "test_acc": 0.5353535353535354,
+        "test_auc": 0.5812244897959185,
+        "val_auc": 0.6763636363636363,
+        "k": 16,
+        "dataset": "147_disease_class_nervous system diseases",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            23887,
+            24915,
+            11416,
+            256,
+            6230,
+            307,
+            30073,
+            31511,
+            29386,
+            11423,
+            9673,
+            22016,
+            5043,
+            17907,
+            21533,
+            28566
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/148_twt_emotion_worry_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/148_twt_emotion_worry_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..bb03d889d23a2bbb9a8b623dcec0ff660f7be017
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/148_twt_emotion_worry_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5193154056523528,
+        "test_acc": 0.5193220338983051,
+        "test_auc": 0.5230039749515542,
+        "val_auc": 0.6247987117552335,
+        "k": 1,
+        "dataset": "148_twt_emotion_worry",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            1944
+        ]
+    },
+    {
+        "test_f1": 0.5606557526634622,
+        "test_acc": 0.560677966101695,
+        "test_auc": 0.5976997863601431,
+        "val_auc": 0.6634460547504026,
+        "k": 16,
+        "dataset": "148_twt_emotion_worry",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            1944,
+            10660,
+            3814,
+            4627,
+            14127,
+            15241,
+            26967,
+            11026,
+            24487,
+            24343,
+            13174,
+            25525,
+            16706,
+            32510,
+            9175,
+            11206
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/149_twt_emotion_happiness_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/149_twt_emotion_happiness_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..232cb363cbe5c46c669dd844d98bca123b2a5c35
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/149_twt_emotion_happiness_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5803108967827775,
+        "test_acc": 0.5810169491525424,
+        "test_auc": 0.6028192371475953,
+        "val_auc": 0.6115136876006441,
+        "k": 1,
+        "dataset": "149_twt_emotion_happiness",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            1944
+        ]
+    },
+    {
+        "test_f1": 0.6535561372642272,
+        "test_acc": 0.6535593220338983,
+        "test_auc": 0.7255803392497968,
+        "val_auc": 0.7570450885668277,
+        "k": 16,
+        "dataset": "149_twt_emotion_happiness",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            1944,
+            27398,
+            4985,
+            26967,
+            22602,
+            29988,
+            23889,
+            14127,
+            5168,
+            32510,
+            21889,
+            29777,
+            14097,
+            9313,
+            4627,
+            15884
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/150_twt_emotion_sadness_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/150_twt_emotion_sadness_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..cbdde04538fc0209c12c111ec86fb24e4a8b475d
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/150_twt_emotion_sadness_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.538948868276155,
+        "test_acc": 0.5769491525423729,
+        "test_auc": 0.5803557967737071,
+        "val_auc": 0.6209742351046699,
+        "k": 1,
+        "dataset": "150_twt_emotion_sadness",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            29988
+        ]
+    },
+    {
+        "test_f1": 0.6016850582801904,
+        "test_acc": 0.6033898305084746,
+        "test_auc": 0.6367423782785997,
+        "val_auc": 0.748792270531401,
+        "k": 16,
+        "dataset": "150_twt_emotion_sadness",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            29988,
+            799,
+            4627,
+            26967,
+            11910,
+            14097,
+            16594,
+            12591,
+            11026,
+            5034,
+            22739,
+            9207,
+            29930,
+            6230,
+            14108,
+            21316
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/151_it_tick_HR Support_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/151_it_tick_HR Support_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..17db5e150e7069d5e9d1123f710896636751aec7
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/151_it_tick_HR Support_blocks.12.hook_resid_post_l1.json	
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.4799620918073501,
+        "test_acc": 0.5012406947890818,
+        "test_auc": 0.4961331954090931,
+        "val_auc": 0.562625050020008,
+        "k": 1,
+        "dataset": "151_it_tick_HR Support",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            7664
+        ]
+    },
+    {
+        "test_f1": 0.593907960212401,
+        "test_acc": 0.5955334987593052,
+        "test_auc": 0.6501773311659524,
+        "val_auc": 0.6250500200080031,
+        "k": 16,
+        "dataset": "151_it_tick_HR Support",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            7664,
+            29853,
+            24444,
+            13345,
+            15772,
+            16696,
+            739,
+            15811,
+            2354,
+            31338,
+            8594,
+            1613,
+            30057,
+            29434,
+            3150,
+            19666
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/152_it_tick_Hardware_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/152_it_tick_Hardware_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..3655b66addca9384a801366ad885056148e67f1d
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/152_it_tick_Hardware_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5642756535207794,
+        "test_acc": 0.56575682382134,
+        "test_auc": 0.58856706566179,
+        "val_auc": 0.6094437775110044,
+        "k": 1,
+        "dataset": "152_it_tick_Hardware",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            6605
+        ]
+    },
+    {
+        "test_f1": 0.632401221607177,
+        "test_acc": 0.6327543424317618,
+        "test_auc": 0.6810748239003005,
+        "val_auc": 0.693077230892357,
+        "k": 16,
+        "dataset": "152_it_tick_Hardware",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            6605,
+            31753,
+            1999,
+            8642,
+            13614,
+            16696,
+            7664,
+            15811,
+            6337,
+            31666,
+            19666,
+            17126,
+            17891,
+            28112,
+            23439,
+            29853
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/153_it_tick_Administrative rights_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/153_it_tick_Administrative rights_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..c64891d453e61eedf34496c303ecede543d5c934
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/153_it_tick_Administrative rights_blocks.12.hook_resid_post_l1.json	
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5707143164360337,
+        "test_acc": 0.5707196029776674,
+        "test_auc": 0.5989236983399833,
+        "val_auc": 0.6126450580232093,
+        "k": 1,
+        "dataset": "153_it_tick_Administrative rights",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            31666
+        ]
+    },
+    {
+        "test_f1": 0.630145417576009,
+        "test_acc": 0.630272952853598,
+        "test_auc": 0.715531254617999,
+        "val_auc": 0.7434973989595839,
+        "k": 16,
+        "dataset": "153_it_tick_Administrative rights",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            31666,
+            7664,
+            17934,
+            7992,
+            17891,
+            28156,
+            29853,
+            8642,
+            22775,
+            23811,
+            19285,
+            18525,
+            18775,
+            13119,
+            28793,
+            3675
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/154_athlete_sport_football_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/154_athlete_sport_football_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..bbc7f14cf663191c74252702955f05ea571aa048
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/154_athlete_sport_football_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8111318094029808,
+        "test_acc": 0.8125836680053548,
+        "test_auc": 0.841170735903428,
+        "val_auc": 0.8206060606060607,
+        "k": 1,
+        "dataset": "154_athlete_sport_football",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            14470
+        ]
+    },
+    {
+        "test_f1": 0.8435456670979408,
+        "test_acc": 0.8447121820615796,
+        "test_auc": 0.9461513096586428,
+        "val_auc": 0.9672727272727273,
+        "k": 16,
+        "dataset": "154_athlete_sport_football",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            14470,
+            7033,
+            26630,
+            10251,
+            31040,
+            3183,
+            30491,
+            14403,
+            11000,
+            32031,
+            18077,
+            13901,
+            30359,
+            5730,
+            30706,
+            9792
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/155_athlete_sport_basketball_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/155_athlete_sport_basketball_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..9181bc02f578444ceacce4a5ade60055825b6290
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/155_athlete_sport_basketball_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.868842930461929,
+        "test_acc": 0.8701472556894244,
+        "test_auc": 0.8843887542830926,
+        "val_auc": 0.8787878787878789,
+        "k": 1,
+        "dataset": "155_athlete_sport_basketball",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            7033
+        ]
+    },
+    {
+        "test_f1": 0.8794359718736076,
+        "test_acc": 0.8795180722891566,
+        "test_auc": 0.9637603761953234,
+        "val_auc": 0.9725252525252526,
+        "k": 16,
+        "dataset": "155_athlete_sport_basketball",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            7033,
+            14470,
+            26630,
+            3183,
+            547,
+            18659,
+            3639,
+            30706,
+            10937,
+            32281,
+            2528,
+            21889,
+            11301,
+            25279,
+            30491,
+            10251
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/156_athlete_sport_baseball_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/156_athlete_sport_baseball_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..08a911cc77b2baf4f847ca6cbdc58cdbbbc2a438
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/156_athlete_sport_baseball_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8551611673854906,
+        "test_acc": 0.856760374832664,
+        "test_auc": 0.87534945735545,
+        "val_auc": 0.862020202020202,
+        "k": 1,
+        "dataset": "156_athlete_sport_baseball",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            26630
+        ]
+    },
+    {
+        "test_f1": 0.8753568099283394,
+        "test_acc": 0.8755020080321285,
+        "test_auc": 0.9690255336841049,
+        "val_auc": 0.9559595959595959,
+        "k": 16,
+        "dataset": "156_athlete_sport_baseball",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            26630,
+            14470,
+            7033,
+            3639,
+            30766,
+            18659,
+            2528,
+            31715,
+            25279,
+            13901,
+            31040,
+            13513,
+            17781,
+            32281,
+            30022,
+            10251
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/157_amazon_5star_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/157_amazon_5star_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..9ae10fdd653c28409a7ae4be6be03587aba1ad05
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/157_amazon_5star_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8135139936678183,
+        "test_acc": 0.8164102564102564,
+        "test_auc": 0.8290091560911569,
+        "val_auc": 0.7813137494900041,
+        "k": 1,
+        "dataset": "157_amazon_5star",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            29104
+        ]
+    },
+    {
+        "test_f1": 0.8396746056521659,
+        "test_acc": 0.841025641025641,
+        "test_auc": 0.9036127848655199,
+        "val_auc": 0.8959608323133414,
+        "k": 16,
+        "dataset": "157_amazon_5star",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            29104,
+            20530,
+            12591,
+            23889,
+            13582,
+            21889,
+            27644,
+            11572,
+            16696,
+            1944,
+            2822,
+            23986,
+            624,
+            22013,
+            17891,
+            25598
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/158_code_C_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/158_code_C_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..9bed8e590ea9443c0e2442f244fad0247a0321e5
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/158_code_C_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.688640979799109,
+        "test_acc": 0.6914285714285714,
+        "test_auc": 0.741215082687955,
+        "val_auc": 0.7571256523484544,
+        "k": 1,
+        "dataset": "158_code_C",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            29923
+        ]
+    },
+    {
+        "test_f1": 0.8680193163238146,
+        "test_acc": 0.8695798319327731,
+        "test_auc": 0.9593782314105762,
+        "val_auc": 0.9855479727017262,
+        "k": 16,
+        "dataset": "158_code_C",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            29923,
+            18303,
+            25379,
+            22403,
+            10707,
+            8567,
+            5780,
+            25269,
+            26517,
+            12594,
+            19052,
+            23065,
+            29317,
+            32403,
+            18848,
+            32663
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/159_code_Python_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/159_code_Python_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..d557bc34e85254ed1e202e2b90ae5ca340cf2093
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/159_code_Python_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7497325740520306,
+        "test_acc": 0.7552941176470588,
+        "test_auc": 0.7761088935650187,
+        "val_auc": 0.7988759534323563,
+        "k": 1,
+        "dataset": "159_code_Python",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            43
+        ]
+    },
+    {
+        "test_f1": 0.8317557565069114,
+        "test_acc": 0.8319327731092437,
+        "test_auc": 0.9324147088386084,
+        "val_auc": 0.9787234042553191,
+        "k": 16,
+        "dataset": "159_code_Python",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            43,
+            19052,
+            1944,
+            420,
+            4364,
+            6271,
+            24343,
+            404,
+            23492,
+            21603,
+            7830,
+            29317,
+            11515,
+            26106,
+            24430,
+            1197
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/160_code_HTML_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/160_code_HTML_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..92162b8f933e693e59ddcd832c823104717e07b8
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/160_code_HTML_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5975206949802736,
+        "test_acc": 0.6,
+        "test_auc": 0.6746353703422493,
+        "val_auc": 0.5869128863910076,
+        "k": 1,
+        "dataset": "160_code_HTML",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            420
+        ]
+    },
+    {
+        "test_f1": 0.805409684638641,
+        "test_acc": 0.8073949579831933,
+        "test_auc": 0.9242625152757592,
+        "val_auc": 0.9104777197912485,
+        "k": 16,
+        "dataset": "160_code_HTML",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            420,
+            1943,
+            27242,
+            6337,
+            16613,
+            13633,
+            23418,
+            14111,
+            457,
+            24060,
+            31158,
+            26517,
+            29923,
+            11515,
+            247,
+            1053
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/161_agnews_0_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/161_agnews_0_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..61e70593f392b5620bb81ff7c6a12b02192ff279
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/161_agnews_0_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9376290445811917,
+        "test_acc": 0.9378151260504202,
+        "test_auc": 0.9409555755616779,
+        "val_auc": 0.9811320754716981,
+        "k": 1,
+        "dataset": "161_agnews_0",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            31511
+        ]
+    },
+    {
+        "test_f1": 0.993277172679582,
+        "test_acc": 0.9932773109243698,
+        "test_auc": 0.9996822822887969,
+        "val_auc": 0.9995985547972701,
+        "k": 16,
+        "dataset": "161_agnews_0",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            31511,
+            22093,
+            24729,
+            2371,
+            21474,
+            10209,
+            2696,
+            256,
+            13729,
+            1197,
+            19527,
+            22016,
+            27093,
+            4627,
+            26106,
+            31708
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/162_agnews_1_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/162_agnews_1_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..d5691e44aeb73422865c99fcee5216733dce6265
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/162_agnews_1_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9233352394447224,
+        "test_acc": 0.9236974789915966,
+        "test_auc": 0.9267771402332763,
+        "val_auc": 0.9150943396226415,
+        "k": 1,
+        "dataset": "162_agnews_1",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            31511
+        ]
+    },
+    {
+        "test_f1": 0.9932772683880887,
+        "test_acc": 0.9932773109243698,
+        "test_auc": 0.9998675799582041,
+        "val_auc": 0.9971898835808912,
+        "k": 16,
+        "dataset": "162_agnews_1",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            31511,
+            24729,
+            10209,
+            13729,
+            2371,
+            22093,
+            256,
+            2696,
+            1197,
+            22016,
+            27093,
+            4627,
+            1944,
+            25880,
+            21474,
+            31708
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/163_agnews_2_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/163_agnews_2_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..7d090e38c5f2100de84f71013e31779770edb36e
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/163_agnews_2_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.918210235622559,
+        "test_acc": 0.9186554621848739,
+        "test_auc": 0.9217185138584578,
+        "val_auc": 0.9528301886792453,
+        "k": 1,
+        "dataset": "163_agnews_2",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            31511
+        ]
+    },
+    {
+        "test_f1": 0.9952941016959969,
+        "test_acc": 0.9952941176470588,
+        "test_auc": 0.999828712642182,
+        "val_auc": 0.9995985547972701,
+        "k": 16,
+        "dataset": "163_agnews_2",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            31511,
+            24729,
+            2371,
+            21474,
+            22093,
+            13729,
+            2696,
+            10209,
+            1197,
+            22016,
+            256,
+            27093,
+            25880,
+            4627,
+            26106,
+            12104
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/21_headline_istrump_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/21_headline_istrump_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..39e772d68fc6d022915b6629b030ac6b739594b8
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/21_headline_istrump_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8223676776709853,
+        "test_acc": 0.8223899371069182,
+        "test_auc": 0.854017157803388,
+        "val_auc": 0.8611444577831133,
+        "k": 1,
+        "dataset": "21_headline_istrump",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21652
+        ]
+    },
+    {
+        "test_f1": 0.8724526687427884,
+        "test_acc": 0.8724528301886793,
+        "test_auc": 0.9395904870592453,
+        "val_auc": 0.9443777511004402,
+        "k": 16,
+        "dataset": "21_headline_istrump",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21652,
+            24021,
+            6974,
+            20078,
+            9500,
+            1440,
+            14506,
+            23070,
+            7078,
+            15106,
+            25901,
+            2029,
+            24487,
+            29853,
+            28345,
+            16695
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/22_headline_isobama_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/22_headline_isobama_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..dd832a8fc34ffe895240a1170647e11334f433c6
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/22_headline_isobama_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6557728836448868,
+        "test_acc": 0.6561014263074485,
+        "test_auc": 0.7202732569821177,
+        "val_auc": 0.7150860344137655,
+        "k": 1,
+        "dataset": "22_headline_isobama",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            24487
+        ]
+    },
+    {
+        "test_f1": 0.8335213640282417,
+        "test_acc": 0.8335974643423137,
+        "test_auc": 0.9256077958609603,
+        "val_auc": 0.9339735894357744,
+        "k": 16,
+        "dataset": "22_headline_isobama",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            24487,
+            21652,
+            21157,
+            1440,
+            16695,
+            27505,
+            7713,
+            6974,
+            16696,
+            23070,
+            13927,
+            7078,
+            10268,
+            24021,
+            25525,
+            685
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/23_headline_ischina_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/23_headline_ischina_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..12dd211dd9bf0d60ed678aa0afc70c8026121412
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/23_headline_ischina_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6757105098328913,
+        "test_acc": 0.6758703481392557,
+        "test_auc": 0.696631156613171,
+        "val_auc": 0.7566425120772946,
+        "k": 1,
+        "dataset": "23_headline_ischina",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            1440
+        ]
+    },
+    {
+        "test_f1": 0.7646868917058348,
+        "test_acc": 0.7647058823529411,
+        "test_auc": 0.844361049621841,
+        "val_auc": 0.8285024154589372,
+        "k": 16,
+        "dataset": "23_headline_ischina",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            1440,
+            24204,
+            23127,
+            24487,
+            3436,
+            18659,
+            30011,
+            29740,
+            30573,
+            8096,
+            25901,
+            6158,
+            24021,
+            23070,
+            3976,
+            1596
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/24_headline_isiran_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/24_headline_isiran_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..430d5935e93e1acd28d71b08ed5d2603b51665d4
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/24_headline_isiran_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7822766109626206,
+        "test_acc": 0.7823691460055097,
+        "test_auc": 0.7976747009896182,
+        "val_auc": 0.7627050820328132,
+        "k": 1,
+        "dataset": "24_headline_isiran",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            24204
+        ]
+    },
+    {
+        "test_f1": 0.7767375185151137,
+        "test_acc": 0.7768595041322314,
+        "test_auc": 0.8526197559346731,
+        "val_auc": 0.849139655862345,
+        "k": 16,
+        "dataset": "24_headline_isiran",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            24204,
+            14392,
+            2883,
+            1440,
+            27505,
+            32642,
+            15992,
+            3436,
+            23395,
+            8642,
+            22656,
+            30011,
+            11658,
+            18563,
+            18414,
+            5608
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/26_headline_isfrontpage_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/26_headline_isfrontpage_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..806b4d3cc630f1cb197578d0207f496ffaf96c1a
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/26_headline_isfrontpage_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.638426056378475,
+        "test_acc": 0.6389937106918239,
+        "test_auc": 0.6565036925123969,
+        "val_auc": 0.7066826730692277,
+        "k": 1,
+        "dataset": "26_headline_isfrontpage",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            1440
+        ]
+    },
+    {
+        "test_f1": 0.6857651623706974,
+        "test_acc": 0.6857861635220126,
+        "test_auc": 0.7535650490765428,
+        "val_auc": 0.7378951580632254,
+        "k": 16,
+        "dataset": "26_headline_isfrontpage",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            1440,
+            21652,
+            2371,
+            6974,
+            7078,
+            6230,
+            24487,
+            23070,
+            8028,
+            685,
+            25901,
+            30428,
+            27635,
+            13630,
+            30523,
+            28345
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/36_sciq_tf_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/36_sciq_tf_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..81a4461baedfebd9a04b5c56e3b0e1f77a9984ba
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/36_sciq_tf_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7242030866589074,
+        "test_acc": 0.7245283018867924,
+        "test_auc": 0.790119807926573,
+        "val_auc": 0.7703081232492996,
+        "k": 1,
+        "dataset": "36_sciq_tf",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            15529
+        ]
+    },
+    {
+        "test_f1": 0.8280768673076823,
+        "test_acc": 0.8281761006289308,
+        "test_auc": 0.911230847591842,
+        "val_auc": 0.9635854341736694,
+        "k": 16,
+        "dataset": "36_sciq_tf",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            15529,
+            2047,
+            15631,
+            32565,
+            22137,
+            23439,
+            17210,
+            21388,
+            29386,
+            20393,
+            32330,
+            14893,
+            25582,
+            13046,
+            4985,
+            5085
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/41_truthqa_tf_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/41_truthqa_tf_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..0bc183461a996e37977edfb1bcb33b1faa6134cb
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/41_truthqa_tf_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5145040145040145,
+        "test_acc": 0.5353535353535354,
+        "test_auc": 0.5344897959183673,
+        "val_auc": 0.5640305098354075,
+        "k": 1,
+        "dataset": "41_truthqa_tf",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            14212
+        ]
+    },
+    {
+        "test_f1": 0.6431847596675966,
+        "test_acc": 0.6464646464646465,
+        "test_auc": 0.7146938775510204,
+        "val_auc": 0.8040947410678443,
+        "k": 16,
+        "dataset": "41_truthqa_tf",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            14212,
+            18107,
+            6230,
+            7841,
+            19003,
+            14582,
+            18777,
+            24537,
+            9010,
+            31715,
+            16696,
+            8942,
+            13878,
+            2317,
+            30057,
+            32403
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/42_temp_sense_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/42_temp_sense_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..2cec96aec1a4c3a689d758899c66f60ed3983b3e
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/42_temp_sense_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6686034455875912,
+        "test_acc": 0.6738949124270225,
+        "test_auc": 0.6910573177518086,
+        "val_auc": 0.8067632850241546,
+        "k": 1,
+        "dataset": "42_temp_sense",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            2489
+        ]
+    },
+    {
+        "test_f1": 0.7603331754854489,
+        "test_acc": 0.7614678899082569,
+        "test_auc": 0.8513439065108515,
+        "val_auc": 0.9158615136876007,
+        "k": 16,
+        "dataset": "42_temp_sense",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            2489,
+            31537,
+            8642,
+            7004,
+            11893,
+            9073,
+            15631,
+            22033,
+            31117,
+            6230,
+            18107,
+            2358,
+            32330,
+            12868,
+            30035,
+            17492
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/44_phys_tf_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/44_phys_tf_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..a11be7bd30f826da66b573d3dbebadf0a5f99804
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/44_phys_tf_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5762234407722768,
+        "test_acc": 0.5879245283018868,
+        "test_auc": 0.5986848367507511,
+        "val_auc": 0.5002000800320128,
+        "k": 1,
+        "dataset": "44_phys_tf",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            31537
+        ]
+    },
+    {
+        "test_f1": 0.6232566945156113,
+        "test_acc": 0.6233962264150943,
+        "test_auc": 0.6786643362945666,
+        "val_auc": 0.6122448979591837,
+        "k": 16,
+        "dataset": "44_phys_tf",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            31537,
+            2489,
+            12868,
+            21648,
+            17891,
+            5508,
+            5608,
+            6207,
+            32330,
+            8879,
+            8968,
+            3873,
+            21889,
+            18150,
+            5713,
+            13644
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/47_reasoning_tf_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/47_reasoning_tf_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..5d86466e32c2c22908377b3f04290e06c777df75
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/47_reasoning_tf_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5437127307584054,
+        "test_acc": 0.5535607420706165,
+        "test_auc": 0.5592456235853652,
+        "val_auc": 0.5917302288237657,
+        "k": 1,
+        "dataset": "47_reasoning_tf",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            2590
+        ]
+    },
+    {
+        "test_f1": 0.5588519448865547,
+        "test_acc": 0.5589467384799521,
+        "test_auc": 0.5868456866171963,
+        "val_auc": 0.6170212765957448,
+        "k": 16,
+        "dataset": "47_reasoning_tf",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            2590,
+            8304,
+            10742,
+            14386,
+            20828,
+            21648,
+            7004,
+            9745,
+            26696,
+            16704,
+            19552,
+            17644,
+            23686,
+            31862,
+            10919,
+            28927
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/48_cm_correct_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/48_cm_correct_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..6a180799a6bfb8bc92e94e4d3c0444293e427e98
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/48_cm_correct_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5745432379072928,
+        "test_acc": 0.6052830188679246,
+        "test_auc": 0.6138601867875597,
+        "val_auc": 0.6394557823129251,
+        "k": 1,
+        "dataset": "48_cm_correct",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21194
+        ]
+    },
+    {
+        "test_f1": 0.6244739396779984,
+        "test_acc": 0.6306918238993711,
+        "test_auc": 0.721046333359999,
+        "val_auc": 0.760704281712685,
+        "k": 16,
+        "dataset": "48_cm_correct",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21194,
+            18107,
+            14748,
+            30180,
+            2489,
+            31537,
+            11039,
+            1453,
+            16554,
+            17920,
+            19290,
+            3443,
+            23268,
+            5209,
+            12636,
+            5608
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/49_cm_isshort_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/49_cm_isshort_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..68d4125f0271d2e7d408a0a5be1e87023af672e3
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/49_cm_isshort_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9987421359765241,
+        "test_acc": 0.9987421383647799,
+        "test_auc": 0.9999946837542619,
+        "val_auc": 1.0,
+        "k": 1,
+        "dataset": "49_cm_isshort",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            6605
+        ]
+    },
+    {
+        "test_f1": 0.9992452827322778,
+        "test_acc": 0.999245283018868,
+        "test_auc": 0.9999964558361745,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "49_cm_isshort",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            6605,
+            6475,
+            16696,
+            16858,
+            31511,
+            22355,
+            27879,
+            18492,
+            256,
+            15138,
+            9313,
+            992,
+            7007,
+            31172,
+            7992,
+            8642
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/50_deon_isvalid_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/50_deon_isvalid_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..cf864b94f12d7f6d897bf5485fb5694e8fa20d8e
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/50_deon_isvalid_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6080833600203744,
+        "test_acc": 0.610062893081761,
+        "test_auc": 0.6330552514888019,
+        "val_auc": 0.6022408963585435,
+        "k": 1,
+        "dataset": "50_deon_isvalid",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            2489
+        ]
+    },
+    {
+        "test_f1": 0.7026039097639054,
+        "test_acc": 0.7031446540880503,
+        "test_auc": 0.7886887252047767,
+        "val_auc": 0.8343337334933973,
+        "k": 16,
+        "dataset": "50_deon_isvalid",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            2489,
+            31537,
+            5608,
+            25598,
+            13467,
+            407,
+            18492,
+            160,
+            16696,
+            5034,
+            23268,
+            19674,
+            1781,
+            4627,
+            20887,
+            20455
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/51_just_is_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/51_just_is_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..5fd1824ed9a4fe480f05245c930854f0174cf3de
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/51_just_is_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6653799194489832,
+        "test_acc": 0.6659119496855346,
+        "test_auc": 0.7075869915010952,
+        "val_auc": 0.7294917967186875,
+        "k": 1,
+        "dataset": "51_just_is",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            2489
+        ]
+    },
+    {
+        "test_f1": 0.7262503337891109,
+        "test_acc": 0.7265408805031447,
+        "test_auc": 0.8103426801371895,
+        "val_auc": 0.8547418967587035,
+        "k": 16,
+        "dataset": "51_just_is",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            2489,
+            31537,
+            5608,
+            23268,
+            11039,
+            10648,
+            25598,
+            5034,
+            20970,
+            5085,
+            2696,
+            18492,
+            3248,
+            1361,
+            9669,
+            11275
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/52_virtue_is_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/52_virtue_is_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..9e76dfcd7938047280ea732f13e745209b2a6afa
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/52_virtue_is_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.698772073490617,
+        "test_acc": 0.7072273324572931,
+        "test_auc": 0.7194445871895226,
+        "val_auc": 0.7276,
+        "k": 1,
+        "dataset": "52_virtue_is",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            12267
+        ]
+    },
+    {
+        "test_f1": 0.8386277372435347,
+        "test_acc": 0.8386333771353482,
+        "test_auc": 0.9229327151274235,
+        "val_auc": 0.8876000000000001,
+        "k": 16,
+        "dataset": "52_virtue_is",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            12267,
+            23964,
+            23600,
+            28705,
+            10259,
+            23858,
+            2574,
+            12108,
+            3623,
+            4405,
+            30865,
+            4882,
+            25055,
+            11485,
+            3222,
+            19184
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/54_cs_tf_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/54_cs_tf_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..d0be3d30db08e8cb9cff1384bc51f34bee59be02
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/54_cs_tf_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5140090683758568,
+        "test_acc": 0.5162264150943396,
+        "test_auc": 0.5281281296232351,
+        "val_auc": 0.6298519407763105,
+        "k": 1,
+        "dataset": "54_cs_tf",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            10969
+        ]
+    },
+    {
+        "test_f1": 0.5569367936185223,
+        "test_acc": 0.5582389937106919,
+        "test_auc": 0.5951964935055729,
+        "val_auc": 0.6818727490996399,
+        "k": 16,
+        "dataset": "54_cs_tf",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            10969,
+            13467,
+            24729,
+            31511,
+            6158,
+            14067,
+            17322,
+            5713,
+            21599,
+            21997,
+            1096,
+            28627,
+            26785,
+            27334,
+            21807,
+            15241
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/56_wikidatasex_or_gender_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/56_wikidatasex_or_gender_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..d70d2889e04df4e35cb84eb95a037e62d7576bb2
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/56_wikidatasex_or_gender_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9899365897548915,
+        "test_acc": 0.989937106918239,
+        "test_auc": 0.9972990940104643,
+        "val_auc": 1.0,
+        "k": 1,
+        "dataset": "56_wikidatasex_or_gender",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21661
+        ]
+    },
+    {
+        "test_f1": 0.9896855267577258,
+        "test_acc": 0.989685534591195,
+        "test_auc": 0.9996065978153774,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "56_wikidatasex_or_gender",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21661,
+            6883,
+            6230,
+            17781,
+            29105,
+            13489,
+            3976,
+            17891,
+            26461,
+            31590,
+            19218,
+            24487,
+            9425,
+            15529,
+            11485,
+            17047
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/57_wikidatais_alive_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/57_wikidatais_alive_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..40bd72d030272eb4d161d6ee2f8fe68a47986533
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/57_wikidatais_alive_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7646783179092065,
+        "test_acc": 0.7652830188679245,
+        "test_auc": 0.8224496703421332,
+        "val_auc": 0.881952781112445,
+        "k": 1,
+        "dataset": "57_wikidatais_alive",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            6883
+        ]
+    },
+    {
+        "test_f1": 0.9660370007305079,
+        "test_acc": 0.9660377358490566,
+        "test_auc": 0.9928650919102943,
+        "val_auc": 0.992797118847539,
+        "k": 16,
+        "dataset": "57_wikidatais_alive",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            6883,
+            17047,
+            18738,
+            5547,
+            19218,
+            25279,
+            23208,
+            13243,
+            6230,
+            31590,
+            26735,
+            29105,
+            29051,
+            11092,
+            19321,
+            21036
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/58_wikidatapolitical_party_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/58_wikidatapolitical_party_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..964a41175be27ce1b42b04ef009c79e411a3c569
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/58_wikidatapolitical_party_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8441802366069595,
+        "test_acc": 0.8455696202531645,
+        "test_auc": 0.8585405822247927,
+        "val_auc": 0.8439375750300121,
+        "k": 1,
+        "dataset": "58_wikidatapolitical_party",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            11440
+        ]
+    },
+    {
+        "test_f1": 0.8624961048761182,
+        "test_acc": 0.8627848101265823,
+        "test_auc": 0.9399070507693128,
+        "val_auc": 0.9395758303321329,
+        "k": 16,
+        "dataset": "58_wikidatapolitical_party",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            11440,
+            17781,
+            5285,
+            30706,
+            13489,
+            3342,
+            28512,
+            11123,
+            22969,
+            18966,
+            5511,
+            6859,
+            1220,
+            3639,
+            9697,
+            24487
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/59_wikidata_occupation_isjournalist_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/59_wikidata_occupation_isjournalist_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..1a349fa51253c58259822936e7841ccf3563f736
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/59_wikidata_occupation_isjournalist_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.715605871246933,
+        "test_acc": 0.717948717948718,
+        "test_auc": 0.766908893526778,
+        "val_auc": 0.6915544675642595,
+        "k": 1,
+        "dataset": "59_wikidata_occupation_isjournalist",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            6883
+        ]
+    },
+    {
+        "test_f1": 0.8513687235812449,
+        "test_acc": 0.8523076923076923,
+        "test_auc": 0.9106102938701317,
+        "val_auc": 0.8869849041207671,
+        "k": 16,
+        "dataset": "59_wikidata_occupation_isjournalist",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            6883,
+            6405,
+            717,
+            20252,
+            18823,
+            25666,
+            31619,
+            4706,
+            1862,
+            13243,
+            32565,
+            913,
+            8344,
+            31776,
+            30352,
+            17891
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/5_hist_fig_ismale_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/5_hist_fig_ismale_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..15477df35907423f5b7c485993ece461f5f61a8c
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/5_hist_fig_ismale_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8952954260651363,
+        "test_acc": 0.8955974842767296,
+        "test_auc": 0.9288397724039251,
+        "val_auc": 0.974389755902361,
+        "k": 1,
+        "dataset": "5_hist_fig_ismale",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21661
+        ]
+    },
+    {
+        "test_f1": 0.9189845531809221,
+        "test_acc": 0.9192452830188679,
+        "test_auc": 0.9751536395018323,
+        "val_auc": 0.9947979191676671,
+        "k": 16,
+        "dataset": "5_hist_fig_ismale",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21661,
+            9425,
+            32365,
+            19321,
+            4175,
+            7841,
+            13901,
+            21889,
+            31715,
+            16759,
+            23439,
+            19831,
+            2504,
+            9778,
+            3291,
+            7540
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/60_wikidata_occupation_isathlete_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/60_wikidata_occupation_isathlete_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..fda6878e7ff043591a6905561f3cf74932ac5ecc
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/60_wikidata_occupation_isathlete_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8118544221715697,
+        "test_acc": 0.8143589743589743,
+        "test_auc": 0.8300190190864105,
+        "val_auc": 0.8694410444716443,
+        "k": 1,
+        "dataset": "60_wikidata_occupation_isathlete",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            32390
+        ]
+    },
+    {
+        "test_f1": 0.8835609649784899,
+        "test_acc": 0.884102564102564,
+        "test_auc": 0.926545090382738,
+        "val_auc": 0.9457364341085271,
+        "k": 16,
+        "dataset": "60_wikidata_occupation_isathlete",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            32390,
+            9526,
+            7841,
+            22727,
+            1862,
+            27322,
+            22162,
+            26175,
+            31776,
+            6883,
+            11092,
+            25279,
+            19218,
+            15529,
+            13243,
+            4524
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/61_wikidata_occupation_isactor_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/61_wikidata_occupation_isactor_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..be6aff087ae928be49b8c3d43c7878c78da73a8c
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/61_wikidata_occupation_isactor_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8019510834565095,
+        "test_acc": 0.8051282051282052,
+        "test_auc": 0.8512513885616185,
+        "val_auc": 0.8535291717666259,
+        "k": 1,
+        "dataset": "61_wikidata_occupation_isactor",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            13243
+        ]
+    },
+    {
+        "test_f1": 0.8663495062644803,
+        "test_acc": 0.8666666666666667,
+        "test_auc": 0.9215504763187128,
+        "val_auc": 0.9355365157078743,
+        "k": 16,
+        "dataset": "61_wikidata_occupation_isactor",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            13243,
+            20652,
+            1862,
+            25279,
+            10585,
+            2453,
+            30359,
+            9431,
+            21036,
+            8646,
+            28950,
+            21889,
+            11000,
+            5230,
+            3677,
+            913
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/62_wikidata_occupation_ispolitician_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/62_wikidata_occupation_ispolitician_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..2abec705279666a3d127ff046dd5ae22e7bc97f1
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/62_wikidata_occupation_ispolitician_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7475914126535849,
+        "test_acc": 0.7476923076923077,
+        "test_auc": 0.8075663984919379,
+        "val_auc": 0.7441860465116279,
+        "k": 1,
+        "dataset": "62_wikidata_occupation_ispolitician",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            3976
+        ]
+    },
+    {
+        "test_f1": 0.8779286859859537,
+        "test_acc": 0.877948717948718,
+        "test_auc": 0.9481729895310871,
+        "val_auc": 0.8780089759281926,
+        "k": 16,
+        "dataset": "62_wikidata_occupation_ispolitician",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            3976,
+            6230,
+            22112,
+            29105,
+            17047,
+            5034,
+            25279,
+            17891,
+            13243,
+            14893,
+            18990,
+            11101,
+            16438,
+            8731,
+            30299,
+            686
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/63_wikidata_occupation_issinger_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/63_wikidata_occupation_issinger_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..4f10a3c918d6f6fe425f19aa46d99814bd73b824
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/63_wikidata_occupation_issinger_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7782612802670109,
+        "test_acc": 0.7794871794871795,
+        "test_auc": 0.8346349345272158,
+        "val_auc": 0.7682578539371685,
+        "k": 1,
+        "dataset": "63_wikidata_occupation_issinger",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            11092
+        ]
+    },
+    {
+        "test_f1": 0.8659858076848258,
+        "test_acc": 0.8666666666666667,
+        "test_auc": 0.9114139765038543,
+        "val_auc": 0.9204406364749081,
+        "k": 16,
+        "dataset": "63_wikidata_occupation_issinger",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            11092,
+            32004,
+            29621,
+            30299,
+            7841,
+            3976,
+            6317,
+            25951,
+            21530,
+            8731,
+            6230,
+            5086,
+            18823,
+            31776,
+            30359,
+            9792
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/64_wikidata_occupation_isresearcher_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/64_wikidata_occupation_isresearcher_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..f31f89c093b5046e836d2c2ad8e5e0383e4b0143
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/64_wikidata_occupation_isresearcher_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8876989932588899,
+        "test_acc": 0.8877005347593583,
+        "test_auc": 0.922713171910174,
+        "val_auc": 0.9066666666666667,
+        "k": 1,
+        "dataset": "64_wikidata_occupation_isresearcher",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            22162
+        ]
+    },
+    {
+        "test_f1": 0.895187165775401,
+        "test_acc": 0.895187165775401,
+        "test_auc": 0.9551602335328246,
+        "val_auc": 0.9454545454545454,
+        "k": 16,
+        "dataset": "64_wikidata_occupation_isresearcher",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            22162,
+            13513,
+            2317,
+            15428,
+            30359,
+            7841,
+            18823,
+            31590,
+            23439,
+            6405,
+            31569,
+            28950,
+            27536,
+            6883,
+            25279,
+            16907
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/65_high-school_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/65_high-school_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..bd5066c62cff3347c91bdc4ad6a191c4ad2fbb40
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/65_high-school_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9650543686658073,
+        "test_acc": 0.9650574712643678,
+        "test_auc": 0.9932097752854592,
+        "val_auc": 1.0,
+        "k": 1,
+        "dataset": "65_high-school",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            11676
+        ]
+    },
+    {
+        "test_f1": 0.9875859182357284,
+        "test_acc": 0.9875862068965517,
+        "test_auc": 0.9957705368255858,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "65_high-school",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            11676,
+            20101,
+            17589,
+            27610,
+            13513,
+            21889,
+            18659,
+            15529,
+            7798,
+            8902,
+            2230,
+            5034,
+            25715,
+            6230,
+            16858,
+            28512
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/66_living-room_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/66_living-room_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..5304e4387ae582fb4bb5217e6426a9a98a4b2c4e
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/66_living-room_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9708550986628934,
+        "test_acc": 0.9708552317247969,
+        "test_auc": 0.9844141779937581,
+        "val_auc": 0.9982839982839983,
+        "k": 1,
+        "dataset": "66_living-room",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            17546
+        ]
+    },
+    {
+        "test_f1": 0.9875772654241765,
+        "test_acc": 0.9875776397515528,
+        "test_auc": 0.9990038003509982,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "66_living-room",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            17546,
+            17589,
+            3469,
+            14645,
+            11807,
+            14284,
+            30035,
+            23365,
+            13513,
+            25889,
+            32329,
+            27888,
+            28156,
+            17891,
+            28837,
+            20575
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/67_social-security_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/67_social-security_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..b3059898fd748b85a1a7020f32b1f588115489fa
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/67_social-security_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.996321834415324,
+        "test_acc": 0.9963218390804598,
+        "test_auc": 0.9999382745278425,
+        "val_auc": 1.0,
+        "k": 1,
+        "dataset": "67_social-security",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            10706
+        ]
+    },
+    {
+        "test_f1": 0.9972413793103448,
+        "test_acc": 0.9972413793103448,
+        "test_auc": 0.9998943056983604,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "67_social-security",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            10706,
+            23338,
+            20068,
+            13869,
+            17589,
+            4016,
+            28584,
+            20248,
+            23603,
+            7088,
+            8061,
+            477,
+            28851,
+            5963,
+            1275,
+            29471
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/68_credit-card_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/68_credit-card_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..e54381e2bf0981ced1421b3eb237ab606c6c2207
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/68_credit-card_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9595192650498928,
+        "test_acc": 0.9595402298850575,
+        "test_auc": 0.9915309269982142,
+        "val_auc": 0.966112012987013,
+        "k": 1,
+        "dataset": "68_credit-card",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            17589
+        ]
+    },
+    {
+        "test_f1": 0.9816066681247114,
+        "test_acc": 0.9816091954022989,
+        "test_auc": 0.9973060636398072,
+        "val_auc": 0.9862012987012988,
+        "k": 16,
+        "dataset": "68_credit-card",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            17589,
+            12572,
+            15529,
+            13513,
+            9792,
+            17350,
+            17355,
+            7798,
+            18463,
+            31111,
+            8061,
+            18259,
+            5963,
+            6859,
+            24265,
+            7110
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/69_blood-pressure_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/69_blood-pressure_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..e45531f5074a58089ba64012149e172cffb2f3ef
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/69_blood-pressure_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9889654472641072,
+        "test_acc": 0.9889655172413793,
+        "test_auc": 0.9976899453433627,
+        "val_auc": 0.9963474025974026,
+        "k": 1,
+        "dataset": "69_blood-pressure",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            3334
+        ]
+    },
+    {
+        "test_f1": 0.9981609195402299,
+        "test_acc": 0.9981609195402299,
+        "test_auc": 0.9999949266735213,
+        "val_auc": 0.9987824675324676,
+        "k": 16,
+        "dataset": "69_blood-pressure",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            3334,
+            7165,
+            17589,
+            23742,
+            12440,
+            28057,
+            27595,
+            10727,
+            14093,
+            15529,
+            17350,
+            3399,
+            13412,
+            6203,
+            27604,
+            13513
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/6_hist_fig_isamerican_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/6_hist_fig_isamerican_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..4c488177a4331510bd2bce4c1c7723ee7a9b9385
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/6_hist_fig_isamerican_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.810552940788122,
+        "test_acc": 0.8110691823899371,
+        "test_auc": 0.8343767942329366,
+        "val_auc": 0.8403361344537815,
+        "k": 1,
+        "dataset": "6_hist_fig_isamerican",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            1440
+        ]
+    },
+    {
+        "test_f1": 0.891401832961061,
+        "test_acc": 0.8915723270440251,
+        "test_auc": 0.9530018561292262,
+        "val_auc": 0.9851940776310524,
+        "k": 16,
+        "dataset": "6_hist_fig_isamerican",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            1440,
+            30022,
+            31590,
+            6405,
+            31139,
+            23045,
+            6256,
+            23439,
+            20433,
+            14232,
+            24487,
+            22162,
+            28950,
+            31569,
+            32565,
+            29051
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/70_prime-factors_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/70_prime-factors_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..4753b800279225afa96d71473800fbaa25cedff6
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/70_prime-factors_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9811452164319165,
+        "test_acc": 0.9811494252873563,
+        "test_auc": 0.995837335624222,
+        "val_auc": 0.9991883116883117,
+        "k": 1,
+        "dataset": "70_prime-factors",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21682
+        ]
+    },
+    {
+        "test_f1": 0.999080459770115,
+        "test_acc": 0.999080459770115,
+        "test_auc": 0.9999991544455868,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "70_prime-factors",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21682,
+            15348,
+            12434,
+            27307,
+            11177,
+            17749,
+            6850,
+            23758,
+            2772,
+            29898,
+            14925,
+            31889,
+            31708,
+            16866,
+            7943,
+            25159
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/71_social-media_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/71_social-media_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..564e5c3894d9992309c4961a62a2bfd4cb647387
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/71_social-media_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9531030319089815,
+        "test_acc": 0.953103448275862,
+        "test_auc": 0.9836182288002597,
+        "val_auc": 0.9902597402597403,
+        "k": 1,
+        "dataset": "71_social-media",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            5822
+        ]
+    },
+    {
+        "test_f1": 0.9954022696933781,
+        "test_acc": 0.9954022988505747,
+        "test_auc": 0.9982530845824991,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "71_social-media",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            5822,
+            10501,
+            17589,
+            18259,
+            23208,
+            23289,
+            15529,
+            3151,
+            11457,
+            13513,
+            24021,
+            10655,
+            8902,
+            17350,
+            6230,
+            6825
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/72_gene-expression_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/72_gene-expression_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..9754436cdb181f26b258f020250c5422f8255415
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/72_gene-expression_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8146602847325685,
+        "test_acc": 0.8156321839080459,
+        "test_auc": 0.896459748227718,
+        "val_auc": 0.867288961038961,
+        "k": 1,
+        "dataset": "72_gene-expression",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            279
+        ]
+    },
+    {
+        "test_f1": 0.9760881326952556,
+        "test_acc": 0.9760919540229885,
+        "test_auc": 0.9960453420098491,
+        "val_auc": 0.9979707792207793,
+        "k": 16,
+        "dataset": "72_gene-expression",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            279,
+            13513,
+            15529,
+            17350,
+            17978,
+            15445,
+            13498,
+            13489,
+            10727,
+            29985,
+            31056,
+            29617,
+            13105,
+            13860,
+            23418,
+            29727
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/73_control-group_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/73_control-group_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..b1dfcacde556246c48efcedb6aac1b2dfcbaca05
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/73_control-group_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.965517022699827,
+        "test_acc": 0.9655172413793104,
+        "test_auc": 0.983842300719736,
+        "val_auc": 1.0,
+        "k": 1,
+        "dataset": "73_control-group",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            22816
+        ]
+    },
+    {
+        "test_f1": 0.9760919439152115,
+        "test_acc": 0.9760919540229885,
+        "test_auc": 0.9900824922885438,
+        "val_auc": 0.9995941558441559,
+        "k": 16,
+        "dataset": "73_control-group",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            22816,
+            13864,
+            14391,
+            5484,
+            5034,
+            32593,
+            13513,
+            4525,
+            23439,
+            17210,
+            20881,
+            29011,
+            32330,
+            18970,
+            5747,
+            13255
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/74_magnetic-field_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/74_magnetic-field_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..8e6c4db683a65ae185520f25dc6572958af28e67
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/74_magnetic-field_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9590601052386395,
+        "test_acc": 0.9590804597701149,
+        "test_auc": 0.9835886343958006,
+        "val_auc": 0.9849837662337663,
+        "k": 1,
+        "dataset": "74_magnetic-field",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            25613
+        ]
+    },
+    {
+        "test_f1": 0.9655128672903374,
+        "test_acc": 0.9655172413793104,
+        "test_auc": 0.9938105416959793,
+        "val_auc": 0.9963474025974026,
+        "k": 16,
+        "dataset": "74_magnetic-field",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            25613,
+            12440,
+            15529,
+            17781,
+            212,
+            361,
+            8902,
+            13513,
+            4627,
+            17589,
+            1,
+            1405,
+            9792,
+            16368,
+            27719,
+            30922
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/75_cell-lines_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/75_cell-lines_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..7a40526a904460bb1a52f84dd13a402b4977bc83
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/75_cell-lines_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9834466592449242,
+        "test_acc": 0.983448275862069,
+        "test_auc": 0.9916053357865686,
+        "val_auc": 0.9857954545454545,
+        "k": 1,
+        "dataset": "75_cell-lines",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            13783
+        ]
+    },
+    {
+        "test_f1": 0.9811457187220735,
+        "test_acc": 0.9811494252873563,
+        "test_auc": 0.9964512081281455,
+        "val_auc": 0.9963474025974026,
+        "k": 16,
+        "dataset": "75_cell-lines",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            13783,
+            27225,
+            541,
+            5034,
+            20080,
+            13592,
+            4133,
+            11364,
+            11807,
+            4985,
+            2171,
+            17553,
+            8666,
+            17589,
+            4627,
+            13513
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/76_trial-court_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/76_trial-court_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..b7c8c682090c4d2ec50992fe5574b264ef0db347
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/76_trial-court_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9866658999893383,
+        "test_acc": 0.9866666666666667,
+        "test_auc": 0.9978958378429568,
+        "val_auc": 1.0,
+        "k": 1,
+        "dataset": "76_trial-court",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            13880
+        ]
+    },
+    {
+        "test_f1": 0.9857466564109479,
+        "test_acc": 0.9857471264367816,
+        "test_auc": 0.9968401631581796,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "76_trial-court",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            13880,
+            32128,
+            16827,
+            3880,
+            2392,
+            13513,
+            5304,
+            6414,
+            8683,
+            27875,
+            204,
+            5617,
+            15529,
+            13255,
+            32669,
+            29386
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/77_second-derivative_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/77_second-derivative_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..660aabfb136ab1ebc640afd7e274e0051bdb7c0b
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/77_second-derivative_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9314180554970863,
+        "test_acc": 0.9314942528735632,
+        "test_auc": 0.9643856708966936,
+        "val_auc": 0.9748376623376623,
+        "k": 1,
+        "dataset": "77_second-derivative",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            19945
+        ]
+    },
+    {
+        "test_f1": 0.9889643368322977,
+        "test_acc": 0.9889655172413793,
+        "test_auc": 0.9963438227176795,
+        "val_auc": 0.9995941558441559,
+        "k": 16,
+        "dataset": "77_second-derivative",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            19945,
+            14102,
+            9536,
+            2930,
+            15426,
+            8677,
+            400,
+            23080,
+            13677,
+            13513,
+            31530,
+            20248,
+            1329,
+            29162,
+            12247,
+            15529
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/78_north-america_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/78_north-america_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..219d22442f68c01682a7180e65c565ae882475f5
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/78_north-america_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9834469461994598,
+        "test_acc": 0.983448275862069,
+        "test_auc": 0.9913533605714595,
+        "val_auc": 1.0,
+        "k": 1,
+        "dataset": "78_north-america",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            4376
+        ]
+    },
+    {
+        "test_f1": 0.9935631775707292,
+        "test_acc": 0.9935632183908046,
+        "test_auc": 0.9997514070025434,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "78_north-america",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            4376,
+            5663,
+            22703,
+            19598,
+            29522,
+            28951,
+            4090,
+            23816,
+            3838,
+            17646,
+            17350,
+            28769,
+            23439,
+            18572,
+            17239,
+            26137
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/79_human-rights_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/79_human-rights_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..813a3c09dcd87cc15eed9e4e0cb51b2b19848780
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/79_human-rights_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9599988838344348,
+        "test_acc": 0.96,
+        "test_auc": 0.9939669692624059,
+        "val_auc": 0.9967532467532467,
+        "k": 1,
+        "dataset": "79_human-rights",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            800
+        ]
+    },
+    {
+        "test_f1": 0.9898850574712643,
+        "test_acc": 0.9898850574712643,
+        "test_auc": 0.9981922046647546,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "79_human-rights",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            800,
+            17589,
+            15529,
+            18574,
+            8061,
+            13513,
+            781,
+            20235,
+            12437,
+            1440,
+            27403,
+            18238,
+            15509,
+            25475,
+            70,
+            24343
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/7_hist_fig_ispolitician_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/7_hist_fig_ispolitician_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..ca8a74781785c1d6193fefb5abaf2c15c2cbda4f
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/7_hist_fig_ispolitician_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.580855832928118,
+        "test_acc": 0.5808805031446541,
+        "test_auc": 0.6015266232523475,
+        "val_auc": 0.6434573829531812,
+        "k": 1,
+        "dataset": "7_hist_fig_ispolitician",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            31715
+        ]
+    },
+    {
+        "test_f1": 0.5990281590066132,
+        "test_acc": 0.5992452830188679,
+        "test_auc": 0.645026930581982,
+        "val_auc": 0.6674669867947179,
+        "k": 16,
+        "dataset": "7_hist_fig_ispolitician",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            31715,
+            16759,
+            2528,
+            7841,
+            14759,
+            6883,
+            24750,
+            10950,
+            11807,
+            5105,
+            15428,
+            19313,
+            14865,
+            997,
+            797,
+            12247
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/80_side-effects_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/80_side-effects_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..58e106bf526be2cdc14c405e9cb548e2fecd4c0c
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/80_side-effects_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9691929276285914,
+        "test_acc": 0.9691954022988506,
+        "test_auc": 0.9913296850478922,
+        "val_auc": 0.9995941558441559,
+        "k": 1,
+        "dataset": "80_side-effects",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            1665
+        ]
+    },
+    {
+        "test_f1": 0.9880455170913124,
+        "test_acc": 0.9880459770114942,
+        "test_auc": 0.9972891525515449,
+        "val_auc": 0.9995941558441559,
+        "k": 16,
+        "dataset": "80_side-effects",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            1665,
+            17589,
+            13513,
+            11807,
+            15529,
+            25325,
+            15771,
+            28732,
+            16738,
+            13174,
+            7707,
+            1190,
+            23439,
+            10043,
+            17210,
+            20414
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/81_public-health_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/81_public-health_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..723b294af91c0c1f92aa3729aebe9f068da20388
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/81_public-health_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9797697300629767,
+        "test_acc": 0.9797701149425287,
+        "test_auc": 0.9978028268575139,
+        "val_auc": 1.0,
+        "k": 1,
+        "dataset": "81_public-health",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            12488
+        ]
+    },
+    {
+        "test_f1": 0.9889652093351342,
+        "test_acc": 0.9889655172413793,
+        "test_auc": 0.9988847137290979,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "81_public-health",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            12488,
+            31017,
+            18423,
+            17589,
+            13513,
+            781,
+            1225,
+            6230,
+            10163,
+            15529,
+            24343,
+            13489,
+            27610,
+            13391,
+            13498,
+            17978
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/82_federal-government_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/82_federal-government_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..9bef74664e2f4cee1473890b37d2a425312636bb
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/82_federal-government_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8615901774333972,
+        "test_acc": 0.8616091954022989,
+        "test_auc": 0.9250940256507387,
+        "val_auc": 0.9431818181818182,
+        "k": 1,
+        "dataset": "82_federal-government",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            7911
+        ]
+    },
+    {
+        "test_f1": 0.9613701482592036,
+        "test_acc": 0.9613793103448276,
+        "test_auc": 0.9922657137832135,
+        "val_auc": 0.9951298701298701,
+        "k": 16,
+        "dataset": "82_federal-government",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            7911,
+            13513,
+            13255,
+            28511,
+            14792,
+            17402,
+            8902,
+            25549,
+            3034,
+            26223,
+            15380,
+            23491,
+            32413,
+            19332,
+            28851,
+            6613
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/83_third-party_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/83_third-party_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..5a080e0975a641eddd6fee4543842eea0684421f
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/83_third-party_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9687306350630265,
+        "test_acc": 0.968735632183908,
+        "test_auc": 0.9765181083933113,
+        "val_auc": 0.9679383116883117,
+        "k": 1,
+        "dataset": "83_third-party",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            2633
+        ]
+    },
+    {
+        "test_f1": 0.9724105738059527,
+        "test_acc": 0.9724137931034482,
+        "test_auc": 0.9930639171491964,
+        "val_auc": 0.9959415584415584,
+        "k": 16,
+        "dataset": "83_third-party",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            2633,
+            20294,
+            28156,
+            13513,
+            18490,
+            4536,
+            25127,
+            17589,
+            18473,
+            13498,
+            17355,
+            29618,
+            28440,
+            4985,
+            566,
+            31950
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/84_clinical-trials_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/84_clinical-trials_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..591f3930580d4fa0dcbc6e393db67172d12ca35b
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/84_clinical-trials_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8654182599372511,
+        "test_acc": 0.8662068965517241,
+        "test_auc": 0.9026411737648141,
+        "val_auc": 0.8920454545454545,
+        "k": 1,
+        "dataset": "84_clinical-trials",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            10135
+        ]
+    },
+    {
+        "test_f1": 0.9484721989627067,
+        "test_acc": 0.9485057471264368,
+        "test_auc": 0.9881740759781373,
+        "val_auc": 0.9979707792207791,
+        "k": 16,
+        "dataset": "84_clinical-trials",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            10135,
+            15529,
+            31451,
+            13513,
+            17589,
+            24343,
+            29278,
+            23418,
+            24487,
+            16455,
+            10270,
+            21044,
+            2404,
+            24270,
+            5876,
+            17042
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/85_mental-health_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/85_mental-health_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..eb69742a1e9f3f331c19b4240a258cc13f16d3e5
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/85_mental-health_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9618349982505322,
+        "test_acc": 0.9618390804597701,
+        "test_auc": 0.9832669009416095,
+        "val_auc": 0.9991883116883117,
+        "k": 1,
+        "dataset": "85_mental-health",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            17589
+        ]
+    },
+    {
+        "test_f1": 0.9774710643489819,
+        "test_acc": 0.9774712643678161,
+        "test_auc": 0.9944252597543156,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "85_mental-health",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            17589,
+            8657,
+            781,
+            32084,
+            13513,
+            6937,
+            14214,
+            15529,
+            70,
+            8902,
+            13391,
+            26426,
+            28057,
+            18423,
+            10655,
+            3671
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/87_glue_cola_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/87_glue_cola_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..fed2de651c4d8b06d4d379556e9e974015ead430
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/87_glue_cola_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6361387402367948,
+        "test_acc": 0.6505660377358491,
+        "test_auc": 0.6610951567482398,
+        "val_auc": 0.6246498599439776,
+        "k": 1,
+        "dataset": "87_glue_cola",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            15394
+        ]
+    },
+    {
+        "test_f1": 0.6900065802483737,
+        "test_acc": 0.6915723270440252,
+        "test_auc": 0.7559045769331642,
+        "val_auc": 0.7102841136454582,
+        "k": 16,
+        "dataset": "87_glue_cola",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            15394,
+            15241,
+            22775,
+            29853,
+            2024,
+            13741,
+            1393,
+            30120,
+            27334,
+            9902,
+            22609,
+            26442,
+            4985,
+            31319,
+            10969,
+            23268
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/89_glue_mrpc_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/89_glue_mrpc_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..cd06823eb47d99777f929754f7752c7c1fcaddb6
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/89_glue_mrpc_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6776312073485592,
+        "test_acc": 0.6793837123991195,
+        "test_auc": 0.7445784403649971,
+        "val_auc": 0.7732371794871795,
+        "k": 1,
+        "dataset": "89_glue_mrpc",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            5773
+        ]
+    },
+    {
+        "test_f1": 0.7013689074639963,
+        "test_acc": 0.7013939838591343,
+        "test_auc": 0.7542298069511371,
+        "val_auc": 0.8096955128205129,
+        "k": 16,
+        "dataset": "89_glue_mrpc",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            5773,
+            21276,
+            11534,
+            13467,
+            17840,
+            20844,
+            29858,
+            26556,
+            6475,
+            16696,
+            2191,
+            29031,
+            11829,
+            13373,
+            247,
+            16304
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/90_glue_qnli_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/90_glue_qnli_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..e8a491724e92ab0d4a717698eed8cb5dd88578f5
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/90_glue_qnli_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7124365108086926,
+        "test_acc": 0.7142138364779874,
+        "test_auc": 0.7332890144085449,
+        "val_auc": 0.6718687474989996,
+        "k": 1,
+        "dataset": "90_glue_qnli",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            29211
+        ]
+    },
+    {
+        "test_f1": 0.7585969041058485,
+        "test_acc": 0.7587421383647799,
+        "test_auc": 0.8414732228296806,
+        "val_auc": 0.7643057222889156,
+        "k": 16,
+        "dataset": "90_glue_qnli",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            29211,
+            9523,
+            16725,
+            17322,
+            23674,
+            32059,
+            29853,
+            13467,
+            31147,
+            26745,
+            26354,
+            12472,
+            8642,
+            17840,
+            1345,
+            31125
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/91_glue_qqp_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/91_glue_qqp_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..e0ad0344550c503a312184b7c2c97809da8e837f
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/91_glue_qqp_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7134225826633406,
+        "test_acc": 0.7139622641509434,
+        "test_auc": 0.7475038960486625,
+        "val_auc": 0.7228891556622649,
+        "k": 1,
+        "dataset": "91_glue_qqp",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21276
+        ]
+    },
+    {
+        "test_f1": 0.7937106134892415,
+        "test_acc": 0.7937106918238994,
+        "test_auc": 0.8644458598597119,
+        "val_auc": 0.8403361344537815,
+        "k": 16,
+        "dataset": "91_glue_qqp",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21276,
+            12222,
+            30865,
+            13467,
+            1106,
+            16209,
+            685,
+            14934,
+            9025,
+            23600,
+            13677,
+            21226,
+            12453,
+            7671,
+            25302,
+            9313
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/92_glue_sst2_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/92_glue_sst2_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..86d3969dd650c00eff8e3ef86b14051e6e4d90a6
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/92_glue_sst2_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.676407060792877,
+        "test_acc": 0.6915723270440252,
+        "test_auc": 0.6964146479278286,
+        "val_auc": 0.7134853941576631,
+        "k": 1,
+        "dataset": "92_glue_sst2",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            11910
+        ]
+    },
+    {
+        "test_f1": 0.864787515842105,
+        "test_acc": 0.8649056603773585,
+        "test_auc": 0.9366731339217995,
+        "val_auc": 0.941376550620248,
+        "k": 16,
+        "dataset": "92_glue_sst2",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            11910,
+            27644,
+            12591,
+            1944,
+            20530,
+            23889,
+            15869,
+            13174,
+            8949,
+            17920,
+            25052,
+            16003,
+            28861,
+            18107,
+            156,
+            14127
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/94_ai_gen_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/94_ai_gen_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..8ad1c800f2b96c0726688bda9b5331303707e1c5
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/94_ai_gen_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8120658137074421,
+        "test_acc": 0.8120754716981132,
+        "test_auc": 0.8775420515037886,
+        "val_auc": 0.863345338135254,
+        "k": 1,
+        "dataset": "94_ai_gen",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            15241
+        ]
+    },
+    {
+        "test_f1": 0.9013707266633847,
+        "test_acc": 0.9013836477987421,
+        "test_auc": 0.9682536588428405,
+        "val_auc": 0.9879951980792318,
+        "k": 16,
+        "dataset": "94_ai_gen",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            15241,
+            12648,
+            6230,
+            32706,
+            23887,
+            24343,
+            5085,
+            26821,
+            9681,
+            7007,
+            2029,
+            19351,
+            24082,
+            14155,
+            8731,
+            31753
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/95_toxic_is_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/95_toxic_is_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..e39d086be4854f30f06f672c256b5a7cdbd6efa8
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/95_toxic_is_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6453823953823954,
+        "test_acc": 0.6767676767676768,
+        "test_auc": 0.6763265306122448,
+        "val_auc": 0.7211538461538461,
+        "k": 1,
+        "dataset": "95_toxic_is",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            948
+        ]
+    },
+    {
+        "test_f1": 0.7874452238274414,
+        "test_acc": 0.7878787878787878,
+        "test_auc": 0.8571428571428571,
+        "val_auc": 0.8649839743589745,
+        "k": 16,
+        "dataset": "95_toxic_is",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            948,
+            6605,
+            1393,
+            21194,
+            31537,
+            1944,
+            23418,
+            4985,
+            15635,
+            6475,
+            18107,
+            13729,
+            2972,
+            685,
+            28418,
+            18946
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/96_spam_is_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/96_spam_is_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..8f66791dd2828362f8fddc4289fd478c54b31131
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp-p0.8/normal_setting/96_spam_is_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9104477611940298,
+        "test_acc": 0.9104477611940298,
+        "test_auc": 0.9442625931987634,
+        "val_auc": 0.9548,
+        "k": 1,
+        "dataset": "96_spam_is",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            6337
+        ]
+    },
+    {
+        "test_f1": 0.9594879045606831,
+        "test_acc": 0.9594882729211087,
+        "test_auc": 0.9944899072558647,
+        "val_auc": 0.9976,
+        "k": 16,
+        "dataset": "96_spam_is",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            6337,
+            4298,
+            12756,
+            7732,
+            11022,
+            29777,
+            17384,
+            12371,
+            8017,
+            22739,
+            6605,
+            15580,
+            5284,
+            19303,
+            5608,
+            19230
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/runner_cfg.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/runner_cfg.json
new file mode 100644
index 0000000000000000000000000000000000000000..6f4524a0ddd96b79624993116fa47183b27ec0a3
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/runner_cfg.json
@@ -0,0 +1 @@
+{"sae": {"d_in": 2304, "d_sae": 32768, "dtype": "float32", "device": "cpu", "apply_b_dec_to_input": true, "normalize_activations": "none", "reshape_activations": "none", "metadata": {"sae_lens_version": "6.37.4", "sae_lens_training_version": "6.37.4"}, "decoder_init_norm": 0.1, "k": 150, "use_sparse_activations": false, "aux_loss_coefficient": 1.0, "rescale_acts_by_decoder_norm": true, "topk_threshold_lr": 0.01, "architecture": "batchtopk"}, "model_name": "google/gemma-2-2b", "model_class_name": "AutoModelForCausalLM", "hook_name": "model.layers.12", "hook_eval": "NOT_IN_USE", "hook_head_index": null, "dataset_path": "chanind/pile-uncopyrighted-gemma-1024-abbrv-2B", "dataset_trust_remote_code": true, "streaming": false, "is_dataset_tokenized": true, "use_chat_formatting": false, "context_size": 1024, "use_cached_activations": false, "cached_activations_path": null, "from_pretrained_path": null, "n_batches_in_buffer": 64, "training_tokens": 500000000, "store_batch_size_prompts": 12, "seqpos_slice": [null], "disable_concat_sequences": false, "sequence_separator_token": "bos", "activations_mixing_fraction": 1.0, "device": "cuda", "act_store_device": "cuda", "seed": 0, "dtype": "float32", "prepend_bos": true, "autocast": true, "autocast_lm": true, "compile_llm": false, "llm_compilation_mode": null, "compile_sae": false, "sae_compilation_mode": null, "train_batch_size_tokens": 4096, "adam_beta1": 0.9, "adam_beta2": 0.999, "lr": 0.0003, "lr_scheduler_name": "constant", "lr_warm_up_steps": 0, "lr_end": 2.9999999999999997e-05, "lr_decay_steps": 24414, "n_restart_cycles": 1, "dead_feature_window": 1000, "feature_sampling_window": 2000, "dead_feature_threshold": 1e-08, "n_eval_batches": 10, "eval_batch_size_prompts": 6, "logger": {"log_to_wandb": true, "log_activations_store_to_wandb": false, "log_optimizer_state_to_wandb": false, "log_weights_to_wandb": true, "wandb_project": "sae-rethink", "wandb_id": null, "run_name": "btk-denoised-softmax_topp-p0.8-k-150-layer-12-2026-04-08T17:44:41", "wandb_entity": "chanind", "wandb_log_frequency": 10, "eval_every_n_wandb_logs": 100}, "n_checkpoints": 0, "checkpoint_path": "/vol/data/shared/checkpoints/27a8cf136a36870b3541dd8b7ed98467bfb4560e6fef0cdb3bd4e57bb9b6b77d", "save_final_checkpoint": false, "output_path": "/vol/data/saes/denoised/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6", "resume_from_checkpoint": null, "verbose": true, "model_kwargs": {}, "model_from_pretrained_kwargs": {"attn_implementation": "eager"}, "sae_lens_version": "6.37.4", "sae_lens_training_version": "6.37.4", "exclude_special_tokens": true, "n_batches_for_norm_estimate": 1000, "b_dec_init_method": "zeros", "vnorm_denoise_config": {"strategy": "softmax_topp", "threshold": 0.01, "k": 10, "p": 0.8, "layers": null}}
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/100_news_fake_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/100_news_fake_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..8fb0667f5cb6efc28ab77480c0f9a7409b79400f
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/100_news_fake_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9302788092177311,
+        "test_acc": 0.930310262529833,
+        "test_auc": 0.9569717549960994,
+        "val_auc": 0.9742599742599742,
+        "k": 1,
+        "dataset": "100_news_fake",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            15241
+        ]
+    },
+    {
+        "test_f1": 0.9923627650162699,
+        "test_acc": 0.99236276849642,
+        "test_auc": 0.9996272519813061,
+        "val_auc": 0.9987129987129987,
+        "k": 16,
+        "dataset": "100_news_fake",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            15241,
+            2096,
+            13467,
+            15362,
+            13729,
+            22093,
+            24729,
+            1999,
+            3247,
+            29588,
+            1944,
+            17721,
+            7470,
+            15133,
+            23492,
+            21044
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/105_click_bait_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/105_click_bait_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..1c170246da8c7c84ada660885b6f08c0a311fec2
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/105_click_bait_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9116595801260129,
+        "test_acc": 0.9118600129617628,
+        "test_auc": 0.9525185984153546,
+        "val_auc": 0.9363373294749898,
+        "k": 1,
+        "dataset": "105_click_bait",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            13467
+        ]
+    },
+    {
+        "test_f1": 0.9740760170802584,
+        "test_acc": 0.9740764744005185,
+        "test_auc": 0.99165843430576,
+        "val_auc": 0.992972302604382,
+        "k": 16,
+        "dataset": "105_click_bait",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            13467,
+            8731,
+            7737,
+            5640,
+            31172,
+            23439,
+            6230,
+            24729,
+            7470,
+            5608,
+            12247,
+            24343,
+            29054,
+            31511,
+            685,
+            2029
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/106_hate_hate_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/106_hate_hate_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..b3b5714dd75751affbeaed17eff0d90daf56d6a9
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/106_hate_hate_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5604721774636012,
+        "test_acc": 0.5637735849056604,
+        "test_auc": 0.5831139327155687,
+        "val_auc": 0.5658263305322129,
+        "k": 1,
+        "dataset": "106_hate_hate",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            23418
+        ]
+    },
+    {
+        "test_f1": 0.59086364396407,
+        "test_acc": 0.5909433962264151,
+        "test_auc": 0.6287251693350845,
+        "val_auc": 0.6094437775110044,
+        "k": 16,
+        "dataset": "106_hate_hate",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            23418,
+            27644,
+            21889,
+            17673,
+            15996,
+            15157,
+            25217,
+            24021,
+            20530,
+            12004,
+            12891,
+            14214,
+            4985,
+            247,
+            32669,
+            27826
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/107_hate_offensive_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/107_hate_offensive_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..68648fb27cfbf7d516acfef336393eaec51dcd49
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/107_hate_offensive_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6541556190896415,
+        "test_acc": 0.669433962264151,
+        "test_auc": 0.6811642375642887,
+        "val_auc": 0.6862745098039216,
+        "k": 1,
+        "dataset": "107_hate_offensive",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            26759
+        ]
+    },
+    {
+        "test_f1": 0.7252113269776905,
+        "test_acc": 0.7265408805031447,
+        "test_auc": 0.7842362428218026,
+        "val_auc": 0.8159263705482191,
+        "k": 16,
+        "dataset": "107_hate_offensive",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            26759,
+            9503,
+            15241,
+            32706,
+            26611,
+            3639,
+            25715,
+            21661,
+            15996,
+            298,
+            1944,
+            31708,
+            21782,
+            3733,
+            16674,
+            5595
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/110_aimade_humangpt3_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/110_aimade_humangpt3_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..dc256436a655625987edcf641619703c1db38004
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/110_aimade_humangpt3_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7812074172689217,
+        "test_acc": 0.7818867924528302,
+        "test_auc": 0.8241378315185528,
+        "val_auc": 0.866546618647459,
+        "k": 1,
+        "dataset": "110_aimade_humangpt3",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            24729
+        ]
+    },
+    {
+        "test_f1": 0.7842673459567577,
+        "test_acc": 0.7844025157232705,
+        "test_auc": 0.8689758075377277,
+        "val_auc": 0.9083633453381352,
+        "k": 16,
+        "dataset": "110_aimade_humangpt3",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            24729,
+            18492,
+            31511,
+            12104,
+            13729,
+            1944,
+            11196,
+            21997,
+            16154,
+            13301,
+            31172,
+            25007,
+            27334,
+            16696,
+            8932,
+            26106
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/113_movie_sent_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/113_movie_sent_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..938623de94270543f8075349c5b37e04bf59fd7a
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/113_movie_sent_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7873910274245969,
+        "test_acc": 0.7874213836477988,
+        "test_auc": 0.8352389120834722,
+        "val_auc": 0.8755502200880352,
+        "k": 1,
+        "dataset": "113_movie_sent",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            20530
+        ]
+    },
+    {
+        "test_f1": 0.8832605990429999,
+        "test_acc": 0.8832704402515723,
+        "test_auc": 0.9501253874530525,
+        "val_auc": 0.9611844737895159,
+        "k": 16,
+        "dataset": "113_movie_sent",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            20530,
+            12591,
+            23889,
+            11910,
+            15869,
+            27644,
+            17920,
+            1944,
+            8265,
+            16003,
+            13582,
+            6046,
+            29208,
+            29251,
+            28752,
+            20265
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/114_nyc_borough_Manhattan_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/114_nyc_borough_Manhattan_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..81eb57e50ec6e78f07c650802eeb34090ee36056
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/114_nyc_borough_Manhattan_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5316344892516864,
+        "test_acc": 0.5620512820512821,
+        "test_auc": 0.5654264988049954,
+        "val_auc": 0.5646674826601388,
+        "k": 1,
+        "dataset": "114_nyc_borough_Manhattan",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            2354
+        ]
+    },
+    {
+        "test_f1": 0.5855549989013404,
+        "test_acc": 0.5866666666666667,
+        "test_auc": 0.6323172989531087,
+        "val_auc": 0.6291309669522643,
+        "k": 16,
+        "dataset": "114_nyc_borough_Manhattan",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            2354,
+            30706,
+            30057,
+            7841,
+            14742,
+            13986,
+            13255,
+            22553,
+            2404,
+            12087,
+            9884,
+            23434,
+            31569,
+            913,
+            23881,
+            5945
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/115_nyc_borough_Brooklyn_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/115_nyc_borough_Brooklyn_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..cd0b2398a35d2617efabfeaaec6e5347c54064ee
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/115_nyc_borough_Brooklyn_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5040458460228575,
+        "test_acc": 0.5097435897435898,
+        "test_auc": 0.5143968593260847,
+        "val_auc": 0.5050999592003265,
+        "k": 1,
+        "dataset": "115_nyc_borough_Brooklyn",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            7401
+        ]
+    },
+    {
+        "test_f1": 0.534618376281396,
+        "test_acc": 0.5364102564102564,
+        "test_auc": 0.5624474029689972,
+        "val_auc": 0.6352509179926561,
+        "k": 16,
+        "dataset": "115_nyc_borough_Brooklyn",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            7401,
+            27625,
+            30945,
+            32593,
+            18849,
+            14742,
+            7347,
+            25889,
+            25113,
+            20104,
+            30057,
+            1220,
+            8535,
+            14232,
+            2404,
+            27879
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/116_nyc_borough_Bronx_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/116_nyc_borough_Bronx_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..a6a0211718b270315adaa067bb61f5c9e1fafa50
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/116_nyc_borough_Bronx_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5216770738166527,
+        "test_acc": 0.5405128205128205,
+        "test_auc": 0.5459319352341199,
+        "val_auc": 0.543655650754794,
+        "k": 1,
+        "dataset": "116_nyc_borough_Bronx",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            23987
+        ]
+    },
+    {
+        "test_f1": 0.33276368865972145,
+        "test_acc": 0.49948717948717947,
+        "test_auc": 0.5,
+        "val_auc": 0.5,
+        "k": 16,
+        "dataset": "116_nyc_borough_Bronx",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            23987,
+            28553,
+            30057,
+            25902,
+            27279,
+            31289,
+            12130,
+            14232,
+            26936,
+            17891,
+            21844,
+            27879,
+            13986,
+            26950,
+            1999,
+            31991
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/117_us_state_FL_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/117_us_state_FL_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..2f9ba3a7a148054fe5188a096e4e1f2de617d4bf
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/117_us_state_FL_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8566574839302112,
+        "test_acc": 0.8585858585858586,
+        "test_auc": 0.8673469387755102,
+        "val_auc": 0.8599759615384613,
+        "k": 1,
+        "dataset": "117_us_state_FL",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            5563
+        ]
+    },
+    {
+        "test_f1": 0.8577738003496822,
+        "test_acc": 0.8585858585858586,
+        "test_auc": 0.9206122448979592,
+        "val_auc": 0.9278846153846153,
+        "k": 16,
+        "dataset": "117_us_state_FL",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            5563,
+            13862,
+            4118,
+            18966,
+            20145,
+            31545,
+            5019,
+            5730,
+            14401,
+            16630,
+            2405,
+            18615,
+            30766,
+            913,
+            5162,
+            12601
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/118_us_state_CA_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/118_us_state_CA_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..1b36008ed8eb0279d1e7ad964aea6eca1c370111
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/118_us_state_CA_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8572764683875794,
+        "test_acc": 0.8585858585858586,
+        "test_auc": 0.8844897959183673,
+        "val_auc": 0.9403044871794872,
+        "k": 1,
+        "dataset": "118_us_state_CA",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            5230
+        ]
+    },
+    {
+        "test_f1": 0.858151895385938,
+        "test_acc": 0.8585858585858586,
+        "test_auc": 0.9524489795918367,
+        "val_auc": 0.9871794871794871,
+        "k": 16,
+        "dataset": "118_us_state_CA",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            5230,
+            27653,
+            28240,
+            16726,
+            30766,
+            6446,
+            31405,
+            1220,
+            31545,
+            2405,
+            547,
+            5787,
+            30019,
+            15387,
+            16630,
+            22469
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/119_us_state_TX_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/119_us_state_TX_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..f77c5d01c1a89154869503d19d7c4ce5c2513451
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/119_us_state_TX_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8566574839302112,
+        "test_acc": 0.8585858585858586,
+        "test_auc": 0.8665306122448979,
+        "val_auc": 0.8229166666666666,
+        "k": 1,
+        "dataset": "119_us_state_TX",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            13064
+        ]
+    },
+    {
+        "test_f1": 0.8780918288711562,
+        "test_acc": 0.8787878787878788,
+        "test_auc": 0.9608163265306122,
+        "val_auc": 0.9423076923076923,
+        "k": 16,
+        "dataset": "119_us_state_TX",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            13064,
+            1220,
+            31545,
+            14742,
+            2143,
+            22788,
+            28240,
+            18738,
+            30766,
+            5730,
+            4080,
+            547,
+            5787,
+            30019,
+            32558,
+            8731
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/120_us_timezone_Chicago_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/120_us_timezone_Chicago_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..936b491ecf4c28dcc648e7cfd9bbfe0d2cd9a4d1
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/120_us_timezone_Chicago_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6337404174668967,
+        "test_acc": 0.6445600346770698,
+        "test_auc": 0.6712885231954617,
+        "val_auc": 0.7756,
+        "k": 1,
+        "dataset": "120_us_timezone_Chicago",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            5230
+        ]
+    },
+    {
+        "test_f1": 0.7912864760832792,
+        "test_acc": 0.7915041179020372,
+        "test_auc": 0.8951052262126832,
+        "val_auc": 0.9456,
+        "k": 16,
+        "dataset": "120_us_timezone_Chicago",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            5230,
+            31490,
+            31545,
+            18966,
+            27653,
+            21803,
+            13064,
+            1220,
+            4080,
+            2405,
+            5162,
+            6446,
+            547,
+            24779,
+            15140,
+            28240
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/121_us_timezone_New_York_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/121_us_timezone_New_York_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..457a02970a26ab3e91111b9bd7f9f503ac60e4f3
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/121_us_timezone_New_York_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6485972913088599,
+        "test_acc": 0.6549631556133507,
+        "test_auc": 0.6906637946972782,
+        "val_auc": 0.7336,
+        "k": 1,
+        "dataset": "121_us_timezone_New_York",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            5230
+        ]
+    },
+    {
+        "test_f1": 0.8158717522756219,
+        "test_acc": 0.8166449934980494,
+        "test_auc": 0.9147781163147601,
+        "val_auc": 0.9567999999999999,
+        "k": 16,
+        "dataset": "121_us_timezone_New_York",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            5230,
+            1220,
+            547,
+            5162,
+            31490,
+            25479,
+            31545,
+            11342,
+            30019,
+            30766,
+            16726,
+            13064,
+            28817,
+            18966,
+            2143,
+            21044
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/122_us_timezone_Los_Angeles_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/122_us_timezone_Los_Angeles_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..ed32ae6fccaba02d3ff30de3b873f42c79c5f638
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/122_us_timezone_Los_Angeles_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8226567082071873,
+        "test_acc": 0.82358040745557,
+        "test_auc": 0.8691778361324012,
+        "val_auc": 0.8560000000000001,
+        "k": 1,
+        "dataset": "122_us_timezone_Los_Angeles",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            5230
+        ]
+    },
+    {
+        "test_f1": 0.8651883620125527,
+        "test_acc": 0.8656263545730386,
+        "test_auc": 0.9458905334738255,
+        "val_auc": 0.9288,
+        "k": 16,
+        "dataset": "122_us_timezone_Los_Angeles",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            5230,
+            27653,
+            1220,
+            6446,
+            2405,
+            31545,
+            18966,
+            547,
+            31490,
+            31405,
+            29456,
+            22469,
+            18823,
+            28584,
+            15387,
+            21803
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/123_world_country_United_Kingdom_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/123_world_country_United_Kingdom_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..412e17aff7ad4e6bb5204912ecaed73ffc0de685
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/123_world_country_United_Kingdom_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8614647234948855,
+        "test_acc": 0.8615384615384616,
+        "test_auc": 0.9423073686336553,
+        "val_auc": 0.9483884128926969,
+        "k": 1,
+        "dataset": "123_world_country_United_Kingdom",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            4761
+        ]
+    },
+    {
+        "test_f1": 0.9723064687747848,
+        "test_acc": 0.9723076923076923,
+        "test_auc": 0.9933875012623288,
+        "val_auc": 0.9934720522235821,
+        "k": 16,
+        "dataset": "123_world_country_United_Kingdom",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            4761,
+            29647,
+            17749,
+            14742,
+            24616,
+            17891,
+            16922,
+            22788,
+            3183,
+            14232,
+            20104,
+            3399,
+            18823,
+            11085,
+            13986,
+            5456
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/124_world_country_United_States_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/124_world_country_United_States_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..58e04d5fcea50b29a408861dfeb6ffd8db622fdb
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/124_world_country_United_States_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8942837800448575,
+        "test_acc": 0.8953846153846153,
+        "test_auc": 0.8958536708519879,
+        "val_auc": 0.9534883720930232,
+        "k": 1,
+        "dataset": "124_world_country_United_States",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            18659
+        ]
+    },
+    {
+        "test_f1": 0.961025641025641,
+        "test_acc": 0.961025641025641,
+        "test_auc": 0.9945088699633082,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "124_world_country_United_States",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            18659,
+            29868,
+            4761,
+            17233,
+            29522,
+            13901,
+            5757,
+            917,
+            16116,
+            11807,
+            14232,
+            27115,
+            3399,
+            5456,
+            23070,
+            16922
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/125_world_country_Italy_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/125_world_country_Italy_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..7d5f8d83726c4a105ffdd28a094a29e0242ae110
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/125_world_country_Italy_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9671689192572753,
+        "test_acc": 0.9671794871794872,
+        "test_auc": 0.9842587605614839,
+        "val_auc": 1.0,
+        "k": 1,
+        "dataset": "125_world_country_Italy",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            9122
+        ]
+    },
+    {
+        "test_f1": 0.9825641025641025,
+        "test_acc": 0.9825641025641025,
+        "test_auc": 0.9981149224088599,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "125_world_country_Italy",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            9122,
+            31139,
+            1440,
+            14639,
+            28273,
+            30766,
+            16597,
+            29868,
+            7147,
+            14638,
+            22304,
+            17749,
+            17891,
+            17233,
+            1242,
+            11807
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/126_art_type_book_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/126_art_type_book_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..b7b8c4736f6edd7ab062f8210572d45b3d520b11
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/126_art_type_book_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5742962412523899,
+        "test_acc": 0.5778066753359341,
+        "test_auc": 0.6080753846870721,
+        "val_auc": 0.5548,
+        "k": 1,
+        "dataset": "126_art_type_book",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            25878
+        ]
+    },
+    {
+        "test_f1": 0.7032297947963236,
+        "test_acc": 0.7043779800606849,
+        "test_auc": 0.7840664320790764,
+        "val_auc": 0.789,
+        "k": 16,
+        "dataset": "126_art_type_book",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            25878,
+            12247,
+            23439,
+            15827,
+            7995,
+            24487,
+            11302,
+            2029,
+            25582,
+            1944,
+            8943,
+            30018,
+            14589,
+            29054,
+            4188,
+            6230
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/127_art_type_song_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/127_art_type_song_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..7ec500f6535c1b95ba6eb22529d2bbeed5d6a584
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/127_art_type_song_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6388375339339369,
+        "test_acc": 0.6549631556133507,
+        "test_auc": 0.667079775312988,
+        "val_auc": 0.6686,
+        "k": 1,
+        "dataset": "127_art_type_song",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            7995
+        ]
+    },
+    {
+        "test_f1": 0.7539557374214745,
+        "test_acc": 0.7542262678803641,
+        "test_auc": 0.8356754514257885,
+        "val_auc": 0.8432,
+        "k": 16,
+        "dataset": "127_art_type_song",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            7995,
+            12247,
+            15827,
+            7841,
+            24343,
+            26478,
+            14589,
+            26759,
+            1944,
+            25878,
+            30057,
+            1257,
+            13255,
+            22192,
+            298,
+            29054
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/128_art_type_movie_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/128_art_type_movie_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..3d5568a40104a7d1b9e3a1afa4e76bbe0b49ae38
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/128_art_type_movie_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5191273083777926,
+        "test_acc": 0.5583008235804074,
+        "test_auc": 0.565187116421482,
+        "val_auc": 0.5731999999999999,
+        "k": 1,
+        "dataset": "128_art_type_movie",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            14639
+        ]
+    },
+    {
+        "test_f1": 0.6413998370557955,
+        "test_acc": 0.6428261811876896,
+        "test_auc": 0.7115260318572152,
+        "val_auc": 0.7888000000000001,
+        "k": 16,
+        "dataset": "128_art_type_movie",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            14639,
+            12460,
+            11807,
+            15827,
+            25901,
+            22192,
+            24750,
+            7995,
+            1440,
+            31086,
+            18634,
+            22283,
+            9421,
+            14589,
+            23439,
+            31715
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/129_arith_mc_A_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/129_arith_mc_A_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..522a10cf9183abcf945e41d4b8f6667670bae865
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/129_arith_mc_A_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6426293756733898,
+        "test_acc": 0.6481876332622601,
+        "test_auc": 0.6671576650300054,
+        "val_auc": 0.6374,
+        "k": 1,
+        "dataset": "129_arith_mc_A",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            14542
+        ]
+    },
+    {
+        "test_f1": 0.784348157790457,
+        "test_acc": 0.7846481876332623,
+        "test_auc": 0.8678123295144572,
+        "val_auc": 0.8812,
+        "k": 16,
+        "dataset": "129_arith_mc_A",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            14542,
+            3095,
+            1185,
+            30074,
+            19539,
+            4049,
+            23811,
+            12744,
+            11220,
+            17809,
+            12127,
+            5085,
+            31587,
+            20449,
+            31976,
+            18271
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/130_temp_cat_Frequency_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/130_temp_cat_Frequency_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..9912fe6f391aa0d3ebf26e334ea4046b0a8096f2
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/130_temp_cat_Frequency_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9696969696969697,
+        "test_acc": 0.9696969696969697,
+        "test_auc": 0.9779591836734693,
+        "val_auc": 0.9508856682769726,
+        "k": 1,
+        "dataset": "130_temp_cat_Frequency",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            8845
+        ]
+    },
+    {
+        "test_f1": 1.0,
+        "test_acc": 1.0,
+        "test_auc": 1.0,
+        "val_auc": 0.999597423510467,
+        "k": 16,
+        "dataset": "130_temp_cat_Frequency",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            8845,
+            19764,
+            2739,
+            22584,
+            32236,
+            2468,
+            10969,
+            25240,
+            10348,
+            27607,
+            31889,
+            11039,
+            26911,
+            21218,
+            20628,
+            992
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/131_temp_cat_Typical Time_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/131_temp_cat_Typical Time_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..3f110fb506e51ba096269153c5074bc652e37024
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/131_temp_cat_Typical Time_blocks.12.hook_resid_post_l1.json	
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8078454447386487,
+        "test_acc": 0.8080808080808081,
+        "test_auc": 0.8938775510204081,
+        "val_auc": 0.8675523349436394,
+        "k": 1,
+        "dataset": "131_temp_cat_Typical Time",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            6330
+        ]
+    },
+    {
+        "test_f1": 0.9595712022182611,
+        "test_acc": 0.9595959595959596,
+        "test_auc": 0.9755102040816327,
+        "val_auc": 0.9875201288244768,
+        "k": 16,
+        "dataset": "131_temp_cat_Typical Time",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            6330,
+            14285,
+            15453,
+            23688,
+            6714,
+            16835,
+            10969,
+            31172,
+            22739,
+            29275,
+            5209,
+            27902,
+            24776,
+            8845,
+            13597,
+            6230
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/132_temp_cat_Event Ordering_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/132_temp_cat_Event Ordering_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..269093f0adf1e026e7d1fee39ae9d02c22139ca8
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/132_temp_cat_Event Ordering_blocks.12.hook_resid_post_l1.json	
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8484539175567042,
+        "test_acc": 0.8484848484848485,
+        "test_auc": 0.8973469387755101,
+        "val_auc": 0.8876811594202899,
+        "k": 1,
+        "dataset": "132_temp_cat_Event Ordering",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            12148
+        ]
+    },
+    {
+        "test_f1": 1.0,
+        "test_acc": 1.0,
+        "test_auc": 1.0,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "132_temp_cat_Event Ordering",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            12148,
+            22584,
+            15587,
+            6330,
+            11535,
+            14619,
+            20180,
+            13597,
+            9869,
+            3372,
+            6158,
+            8636,
+            23209,
+            1329,
+            11039,
+            16858
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/133_context_type_Causality_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/133_context_type_Causality_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..b036d9f36747ef0c0f861d242ebb13bf61eb00a3
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/133_context_type_Causality_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9333333333333333,
+        "test_acc": 0.9333333333333333,
+        "test_auc": 0.9462705436156762,
+        "val_auc": 0.9504870129870131,
+        "k": 1,
+        "dataset": "133_context_type_Causality",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            8498
+        ]
+    },
+    {
+        "test_f1": 0.937775319567355,
+        "test_acc": 0.9377777777777778,
+        "test_auc": 0.9540139064475347,
+        "val_auc": 0.9813311688311688,
+        "k": 16,
+        "dataset": "133_context_type_Causality",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            8498,
+            4560,
+            12873,
+            4994,
+            24976,
+            27381,
+            16863,
+            4451,
+            13597,
+            18973,
+            6029,
+            11417,
+            2696,
+            6475,
+            10821,
+            30356
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/134_context_type_Belief_states_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/134_context_type_Belief_states_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..5a48c58a0f01433aa36a4eb28cf78a6eae96e906
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/134_context_type_Belief_states_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6355123544597229,
+        "test_acc": 0.6355555555555555,
+        "test_auc": 0.6985619469026549,
+        "val_auc": 0.5872564935064934,
+        "k": 1,
+        "dataset": "134_context_type_Belief_states",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            18973
+        ]
+    },
+    {
+        "test_f1": 0.8040962329851219,
+        "test_acc": 0.8044444444444444,
+        "test_auc": 0.9008770543615676,
+        "val_auc": 0.8689123376623377,
+        "k": 16,
+        "dataset": "134_context_type_Belief_states",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            18973,
+            1474,
+            992,
+            2893,
+            26821,
+            15587,
+            4771,
+            6230,
+            16165,
+            6475,
+            1206,
+            2972,
+            21218,
+            12479,
+            6375,
+            18492
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/135_context_type_Event_duration_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/135_context_type_Event_duration_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..205fafc9891070613c4439906c980c21de3fbca2
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/135_context_type_Event_duration_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8702347865847597,
+        "test_acc": 0.8711111111111111,
+        "test_auc": 0.8844816687737044,
+        "val_auc": 0.9115259740259741,
+        "k": 1,
+        "dataset": "135_context_type_Event_duration",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            11535
+        ]
+    },
+    {
+        "test_f1": 0.9555063446869838,
+        "test_acc": 0.9555555555555556,
+        "test_auc": 0.9833280657395701,
+        "val_auc": 0.9898538961038961,
+        "k": 16,
+        "dataset": "135_context_type_Event_duration",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            11535,
+            13229,
+            23209,
+            22584,
+            15575,
+            22468,
+            27719,
+            7516,
+            24487,
+            12148,
+            23688,
+            6514,
+            2690,
+            538,
+            14500,
+            16858
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/136_glue_mnli_entailment_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/136_glue_mnli_entailment_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..5e5b940330c53df869eb5dd747ef0725947c618b
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/136_glue_mnli_entailment_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7090533093394249,
+        "test_acc": 0.7100130039011704,
+        "test_auc": 0.7629035700703912,
+        "val_auc": 0.8378,
+        "k": 1,
+        "dataset": "136_glue_mnli_entailment",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21276
+        ]
+    },
+    {
+        "test_f1": 0.7470255145706298,
+        "test_acc": 0.7485912440398786,
+        "test_auc": 0.8195987860768608,
+        "val_auc": 0.8828,
+        "k": 16,
+        "dataset": "136_glue_mnli_entailment",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21276,
+            895,
+            17840,
+            24934,
+            9664,
+            5773,
+            13467,
+            8731,
+            30910,
+            24704,
+            17201,
+            13729,
+            29031,
+            685,
+            11534,
+            11076
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/137_glue_mnli_neutral_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/137_glue_mnli_neutral_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..96a947f84fd05de69796978189dd093402c5773f
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/137_glue_mnli_neutral_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6226372430602121,
+        "test_acc": 0.6254876462938882,
+        "test_auc": 0.6486627455165562,
+        "val_auc": 0.6938,
+        "k": 1,
+        "dataset": "137_glue_mnli_neutral",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21276
+        ]
+    },
+    {
+        "test_f1": 0.658372342988886,
+        "test_acc": 0.6597312527091461,
+        "test_auc": 0.7359912578293986,
+        "val_auc": 0.7488,
+        "k": 16,
+        "dataset": "137_glue_mnli_neutral",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21276,
+            31511,
+            5826,
+            27404,
+            17840,
+            22542,
+            25065,
+            13467,
+            5773,
+            16696,
+            24934,
+            24724,
+            9313,
+            27656,
+            30851,
+            25543
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/138_glue_mnli_contradiction_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/138_glue_mnli_contradiction_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..765838ebeecf78ba0a0fafa56a019f556aac015b
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/138_glue_mnli_contradiction_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5637401198611279,
+        "test_acc": 0.5960121369744257,
+        "test_auc": 0.6056049999924843,
+        "val_auc": 0.6506,
+        "k": 1,
+        "dataset": "138_glue_mnli_contradiction",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            5826
+        ]
+    },
+    {
+        "test_f1": 0.7189128774231764,
+        "test_acc": 0.7208495882097963,
+        "test_auc": 0.8251250223589732,
+        "val_auc": 0.8115999999999999,
+        "k": 16,
+        "dataset": "138_glue_mnli_contradiction",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            5826,
+            21276,
+            25065,
+            5773,
+            27404,
+            8847,
+            30998,
+            27656,
+            9664,
+            11910,
+            25543,
+            2489,
+            24934,
+            8304,
+            31125,
+            29650
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/139_news_class_Politics_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/139_news_class_Politics_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..576f4510b3e78f4405ba061e14240bf52b775f13
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/139_news_class_Politics_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6649119388212521,
+        "test_acc": 0.6650847457627118,
+        "test_auc": 0.7075229911050808,
+        "val_auc": 0.7659017713365541,
+        "k": 1,
+        "dataset": "139_news_class_Politics",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            19527
+        ]
+    },
+    {
+        "test_f1": 0.7794603115186883,
+        "test_acc": 0.7796610169491526,
+        "test_auc": 0.8616479685828067,
+        "val_auc": 0.857487922705314,
+        "k": 16,
+        "dataset": "139_news_class_Politics",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            19527,
+            2198,
+            4712,
+            4103,
+            23180,
+            23395,
+            20158,
+            1440,
+            13729,
+            8683,
+            14892,
+            29031,
+            7737,
+            8017,
+            2371,
+            2813
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/140_news_class_Technology_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/140_news_class_Technology_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..436d9b812ddf2b35fb230435aed66293ee2569b7
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/140_news_class_Technology_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5642015855174746,
+        "test_acc": 0.5674576271186441,
+        "test_auc": 0.5821704485701573,
+        "val_auc": 0.6642512077294686,
+        "k": 1,
+        "dataset": "140_news_class_Technology",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            3976
+        ]
+    },
+    {
+        "test_f1": 0.7774732515137329,
+        "test_acc": 0.7789830508474577,
+        "test_auc": 0.862430272878034,
+        "val_auc": 0.859098228663446,
+        "k": 16,
+        "dataset": "140_news_class_Technology",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            3976,
+            24551,
+            13347,
+            17032,
+            8934,
+            17721,
+            7023,
+            8731,
+            21474,
+            8683,
+            22727,
+            2813,
+            13630,
+            32031,
+            22764,
+            32454
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/141_news_class_Entertainment_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/141_news_class_Entertainment_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..fe4832f0f992e2986284d8fb4bd88a5c9f01092b
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/141_news_class_Entertainment_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6396704127604258,
+        "test_acc": 0.6494915254237288,
+        "test_auc": 0.654427419443801,
+        "val_auc": 0.6368760064412239,
+        "k": 1,
+        "dataset": "141_news_class_Entertainment",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            19527
+        ]
+    },
+    {
+        "test_f1": 0.762363202973946,
+        "test_acc": 0.7627118644067796,
+        "test_auc": 0.8510385985813725,
+        "val_auc": 0.9166666666666666,
+        "k": 16,
+        "dataset": "141_news_class_Entertainment",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            19527,
+            2198,
+            7078,
+            20568,
+            1944,
+            2371,
+            22745,
+            23180,
+            10209,
+            7023,
+            2813,
+            17721,
+            16574,
+            21044,
+            4712,
+            10825
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/142_cancer_cat_Thyroid_Cancer_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/142_cancer_cat_Thyroid_Cancer_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..5efa54f649a6f317b783088682876abdcfc861d9
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/142_cancer_cat_Thyroid_Cancer_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5865339221123318,
+        "test_acc": 0.6034985422740525,
+        "test_auc": 0.6084251325989394,
+        "val_auc": 0.57703081232493,
+        "k": 1,
+        "dataset": "142_cancer_cat_Thyroid_Cancer",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            27447
+        ]
+    },
+    {
+        "test_f1": 0.6382072192746762,
+        "test_acc": 0.6384839650145773,
+        "test_auc": 0.7143002855977152,
+        "val_auc": 0.7585034013605443,
+        "k": 16,
+        "dataset": "142_cancer_cat_Thyroid_Cancer",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            27447,
+            23447,
+            11750,
+            2082,
+            24929,
+            1000,
+            26490,
+            28876,
+            3675,
+            8731,
+            18268,
+            23348,
+            26213,
+            2585,
+            23418,
+            3059
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/143_cancer_cat_Lung_Cancer_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/143_cancer_cat_Lung_Cancer_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..000ac750715bcd7c1f0603b4b86f9ad72ff9e649
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/143_cancer_cat_Lung_Cancer_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6760223363721906,
+        "test_acc": 0.6793002915451894,
+        "test_auc": 0.7081463348293214,
+        "val_auc": 0.7633053221288515,
+        "k": 1,
+        "dataset": "143_cancer_cat_Lung_Cancer",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            15241
+        ]
+    },
+    {
+        "test_f1": 0.9152313817676473,
+        "test_acc": 0.9154518950437318,
+        "test_auc": 0.9512443900448796,
+        "val_auc": 0.9223689475790317,
+        "k": 16,
+        "dataset": "143_cancer_cat_Lung_Cancer",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            15241,
+            11750,
+            19552,
+            32713,
+            28876,
+            1000,
+            27447,
+            4985,
+            2082,
+            21044,
+            8683,
+            13763,
+            26213,
+            23447,
+            16154,
+            13629
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/144_cancer_cat_Colon_Cancer_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/144_cancer_cat_Colon_Cancer_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..1491c35b30d3ec94c024a130a6e6d23ef803495e
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/144_cancer_cat_Colon_Cancer_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.700972156118981,
+        "test_acc": 0.7026239067055393,
+        "test_auc": 0.7680538555691555,
+        "val_auc": 0.6346538615446179,
+        "k": 1,
+        "dataset": "144_cancer_cat_Colon_Cancer",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            15241
+        ]
+    },
+    {
+        "test_f1": 0.8425388285724993,
+        "test_acc": 0.8425655976676385,
+        "test_auc": 0.9074187406500748,
+        "val_auc": 0.9019607843137255,
+        "k": 16,
+        "dataset": "144_cancer_cat_Colon_Cancer",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            15241,
+            21044,
+            32713,
+            3675,
+            19552,
+            13373,
+            7458,
+            28876,
+            13629,
+            1706,
+            4985,
+            6275,
+            29386,
+            24444,
+            16154,
+            15133
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/145_disease_class_digestive system diseases_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/145_disease_class_digestive system diseases_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..76dfef621f2eb9a6baeaf714aa8bb67b6ed46ef0
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/145_disease_class_digestive system diseases_blocks.12.hook_resid_post_l1.json	
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.45687095273872125,
+        "test_acc": 0.48484848484848486,
+        "test_auc": 0.4953061224489796,
+        "val_auc": 0.5430303030303031,
+        "k": 1,
+        "dataset": "145_disease_class_digestive system diseases",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            23418
+        ]
+    },
+    {
+        "test_f1": 0.5246703106692887,
+        "test_acc": 0.5252525252525253,
+        "test_auc": 0.5416326530612245,
+        "val_auc": 0.6153535353535353,
+        "k": 16,
+        "dataset": "145_disease_class_digestive system diseases",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            23418,
+            30061,
+            27334,
+            30091,
+            11423,
+            26418,
+            23228,
+            9673,
+            28653,
+            7084,
+            19500,
+            6915,
+            24841,
+            2816,
+            16547,
+            28566
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/146_disease_class_cardiovascular diseases_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/146_disease_class_cardiovascular diseases_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..4b52749df6ef8dba107c27d985593bad74b7165d
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/146_disease_class_cardiovascular diseases_blocks.12.hook_resid_post_l1.json	
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.4886919235495594,
+        "test_acc": 0.5151515151515151,
+        "test_auc": 0.5116326530612245,
+        "val_auc": 0.5365656565656566,
+        "k": 1,
+        "dataset": "146_disease_class_cardiovascular diseases",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            23418
+        ]
+    },
+    {
+        "test_f1": 0.510662177328844,
+        "test_acc": 0.5151515151515151,
+        "test_auc": 0.6106122448979592,
+        "val_auc": 0.6412121212121212,
+        "k": 16,
+        "dataset": "146_disease_class_cardiovascular diseases",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            23418,
+            7084,
+            2084,
+            1169,
+            22834,
+            7767,
+            5085,
+            30073,
+            11423,
+            16120,
+            21710,
+            25525,
+            16547,
+            25567,
+            22016,
+            26364
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/147_disease_class_nervous system diseases_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/147_disease_class_nervous system diseases_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..8fc605c3598d1ffbfe27daa922747f2f97e56009
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/147_disease_class_nervous system diseases_blocks.12.hook_resid_post_l1.json	
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5959595959595959,
+        "test_acc": 0.5959595959595959,
+        "test_auc": 0.5995918367346939,
+        "val_auc": 0.6250505050505051,
+        "k": 1,
+        "dataset": "147_disease_class_nervous system diseases",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            23887
+        ]
+    },
+    {
+        "test_f1": 0.5448971059599573,
+        "test_acc": 0.5454545454545454,
+        "test_auc": 0.5616326530612246,
+        "val_auc": 0.642020202020202,
+        "k": 16,
+        "dataset": "147_disease_class_nervous system diseases",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            23887,
+            6230,
+            24915,
+            30073,
+            256,
+            307,
+            29386,
+            28566,
+            29211,
+            22016,
+            9673,
+            5043,
+            11416,
+            22041,
+            25594,
+            19500
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/148_twt_emotion_worry_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/148_twt_emotion_worry_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..56fc629f806cc722cc7e2adc7ffd7634482c9df5
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/148_twt_emotion_worry_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5206656281190327,
+        "test_acc": 0.5206779661016949,
+        "test_auc": 0.5248756218905473,
+        "val_auc": 0.6304347826086956,
+        "k": 1,
+        "dataset": "148_twt_emotion_worry",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            1944
+        ]
+    },
+    {
+        "test_f1": 0.5718645154670088,
+        "test_acc": 0.5722033898305084,
+        "test_auc": 0.5983956786650635,
+        "val_auc": 0.6743156199677938,
+        "k": 16,
+        "dataset": "148_twt_emotion_worry",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            1944,
+            24343,
+            10660,
+            3814,
+            15241,
+            32510,
+            26967,
+            24487,
+            13174,
+            4627,
+            11026,
+            14127,
+            11206,
+            32706,
+            6230,
+            9175
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/149_twt_emotion_happiness_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/149_twt_emotion_happiness_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..33803188ffc5406785d0a2b8d65a9669cdd88b36
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/149_twt_emotion_happiness_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5858330108974487,
+        "test_acc": 0.5864406779661017,
+        "test_auc": 0.6068879549039724,
+        "val_auc": 0.6191626409017713,
+        "k": 1,
+        "dataset": "149_twt_emotion_happiness",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            1944
+        ]
+    },
+    {
+        "test_f1": 0.6670984460798651,
+        "test_acc": 0.6671186440677966,
+        "test_auc": 0.7325824682941537,
+        "val_auc": 0.7451690821256038,
+        "k": 16,
+        "dataset": "149_twt_emotion_happiness",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            1944,
+            26967,
+            4985,
+            27398,
+            22602,
+            23889,
+            29988,
+            21889,
+            5168,
+            32510,
+            14127,
+            14097,
+            799,
+            3733,
+            4627,
+            13582
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/150_twt_emotion_sadness_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/150_twt_emotion_sadness_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..9ef9ccf3d4aed12fe88727aa0bdf28d5528b5cc2
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/150_twt_emotion_sadness_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5331130559103506,
+        "test_acc": 0.576271186440678,
+        "test_auc": 0.5788123315425827,
+        "val_auc": 0.610305958132045,
+        "k": 1,
+        "dataset": "150_twt_emotion_sadness",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            29988
+        ]
+    },
+    {
+        "test_f1": 0.5889266938110361,
+        "test_acc": 0.5905084745762712,
+        "test_auc": 0.6302890573003423,
+        "val_auc": 0.7061191626409018,
+        "k": 16,
+        "dataset": "150_twt_emotion_sadness",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            29988,
+            799,
+            22739,
+            4627,
+            11910,
+            26967,
+            12591,
+            16594,
+            5034,
+            6230,
+            14097,
+            9207,
+            11026,
+            2450,
+            23387,
+            1999
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/151_it_tick_HR Support_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/151_it_tick_HR Support_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..0403e7a8ebc4e9c8e9236ee8f9cf1c7cb31d44de
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/151_it_tick_HR Support_blocks.12.hook_resid_post_l1.json	
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.579334717885122,
+        "test_acc": 0.5806451612903226,
+        "test_auc": 0.5878281858036549,
+        "val_auc": 0.5662264905962384,
+        "k": 1,
+        "dataset": "151_it_tick_HR Support",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            29853
+        ]
+    },
+    {
+        "test_f1": 0.5554699412985789,
+        "test_acc": 0.5558312655086849,
+        "test_auc": 0.6238732082163441,
+        "val_auc": 0.6322529011604642,
+        "k": 16,
+        "dataset": "151_it_tick_HR Support",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            29853,
+            7664,
+            13345,
+            8594,
+            24444,
+            15772,
+            29434,
+            22775,
+            16696,
+            23439,
+            1613,
+            3150,
+            15811,
+            739,
+            31338,
+            10628
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/152_it_tick_Hardware_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/152_it_tick_Hardware_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..8d80c02d1b8bc9317cd9cbca19e514d3720ddfb5
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/152_it_tick_Hardware_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5937779171286487,
+        "test_acc": 0.5955334987593052,
+        "test_auc": 0.6013989458647357,
+        "val_auc": 0.5982392957182873,
+        "k": 1,
+        "dataset": "152_it_tick_Hardware",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            31753
+        ]
+    },
+    {
+        "test_f1": 0.657555586793629,
+        "test_acc": 0.6575682382133995,
+        "test_auc": 0.6928969016304616,
+        "val_auc": 0.6654661864745899,
+        "k": 16,
+        "dataset": "152_it_tick_Hardware",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            31753,
+            1999,
+            13614,
+            29853,
+            8642,
+            16696,
+            6605,
+            15811,
+            7664,
+            31666,
+            6337,
+            18549,
+            17126,
+            256,
+            19666,
+            8003
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/153_it_tick_Administrative rights_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/153_it_tick_Administrative rights_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..11bf375d9b7ddc9b4bb058e2f686f61af62c6b83
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/153_it_tick_Administrative rights_blocks.12.hook_resid_post_l1.json	
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5879827751582275,
+        "test_acc": 0.5880893300248139,
+        "test_auc": 0.609403477661199,
+        "val_auc": 0.6452581032412965,
+        "k": 1,
+        "dataset": "153_it_tick_Administrative rights",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            31666
+        ]
+    },
+    {
+        "test_f1": 0.6348264732157833,
+        "test_acc": 0.6352357320099256,
+        "test_auc": 0.7196566671592531,
+        "val_auc": 0.7202881152460985,
+        "k": 16,
+        "dataset": "153_it_tick_Administrative rights",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            31666,
+            7664,
+            17934,
+            17891,
+            8594,
+            8625,
+            20628,
+            28156,
+            18549,
+            18525,
+            19285,
+            18775,
+            26321,
+            29853,
+            3675,
+            22775
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/154_athlete_sport_football_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/154_athlete_sport_football_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..ee2a18ddce782d4f80605ad58964929867f35c09
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/154_athlete_sport_football_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8135531957258585,
+        "test_acc": 0.8152610441767069,
+        "test_auc": 0.8432531433241102,
+        "val_auc": 0.807070707070707,
+        "k": 1,
+        "dataset": "154_athlete_sport_football",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            14470
+        ]
+    },
+    {
+        "test_f1": 0.8703308771899857,
+        "test_acc": 0.8714859437751004,
+        "test_auc": 0.963240670384654,
+        "val_auc": 0.9547474747474748,
+        "k": 16,
+        "dataset": "154_athlete_sport_football",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            14470,
+            7033,
+            26630,
+            10251,
+            31040,
+            3183,
+            30491,
+            30359,
+            5889,
+            14403,
+            32031,
+            13901,
+            5012,
+            28752,
+            11000,
+            12215
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/155_athlete_sport_basketball_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/155_athlete_sport_basketball_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..3c0fd23313ba49b388d6ec4518912eee638256ea
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/155_athlete_sport_basketball_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8743833225287643,
+        "test_acc": 0.8755020080321285,
+        "test_auc": 0.8934567246347722,
+        "val_auc": 0.8866666666666666,
+        "k": 1,
+        "dataset": "155_athlete_sport_basketball",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            7033
+        ]
+    },
+    {
+        "test_f1": 0.9008827295603318,
+        "test_acc": 0.9009370816599732,
+        "test_auc": 0.9723158090923427,
+        "val_auc": 0.9761616161616162,
+        "k": 16,
+        "dataset": "155_athlete_sport_basketball",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            7033,
+            14470,
+            26630,
+            3183,
+            18659,
+            3639,
+            30706,
+            547,
+            32281,
+            30491,
+            10937,
+            6859,
+            12215,
+            27814,
+            2528,
+            21889
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/156_athlete_sport_baseball_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/156_athlete_sport_baseball_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..022166a2fb125464c38db8cba78f526b595f87be
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/156_athlete_sport_baseball_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8716818886046516,
+        "test_acc": 0.8728246318607764,
+        "test_auc": 0.8868905105303149,
+        "val_auc": 0.8684848484848485,
+        "k": 1,
+        "dataset": "156_athlete_sport_baseball",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            26630
+        ]
+    },
+    {
+        "test_f1": 0.8955036744775243,
+        "test_acc": 0.8955823293172691,
+        "test_auc": 0.9758784820289315,
+        "val_auc": 0.9664646464646465,
+        "k": 16,
+        "dataset": "156_athlete_sport_baseball",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            26630,
+            14470,
+            7033,
+            3639,
+            18659,
+            30766,
+            13901,
+            31715,
+            2528,
+            31040,
+            8957,
+            30359,
+            30022,
+            17781,
+            27997,
+            32281
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/157_amazon_5star_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/157_amazon_5star_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..e9d29776c6a39ce41e6208530a6755b90b0af8e7
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/157_amazon_5star_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.814208327732842,
+        "test_acc": 0.8174358974358974,
+        "test_auc": 0.8278877873901773,
+        "val_auc": 0.7794777641778865,
+        "k": 1,
+        "dataset": "157_amazon_5star",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            29104
+        ]
+    },
+    {
+        "test_f1": 0.8344068867343345,
+        "test_acc": 0.8358974358974359,
+        "test_auc": 0.9037621604335679,
+        "val_auc": 0.8949408404732762,
+        "k": 16,
+        "dataset": "157_amazon_5star",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            29104,
+            20530,
+            12591,
+            23889,
+            13582,
+            21889,
+            1944,
+            16696,
+            11572,
+            22013,
+            23986,
+            27644,
+            2822,
+            23418,
+            25598,
+            624
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/158_code_C_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/158_code_C_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..1280d985672fce1d5af87d88f5934eb8db7a5691
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/158_code_C_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7744938989030219,
+        "test_acc": 0.7838655462184874,
+        "test_auc": 0.786621372685135,
+        "val_auc": 0.820754716981132,
+        "k": 1,
+        "dataset": "158_code_C",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            18303
+        ]
+    },
+    {
+        "test_f1": 0.8752325906772966,
+        "test_acc": 0.8763025210084033,
+        "test_auc": 0.9593922417221654,
+        "val_auc": 0.9851465274989964,
+        "k": 16,
+        "dataset": "158_code_C",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            18303,
+            29923,
+            25379,
+            22403,
+            10707,
+            12594,
+            8567,
+            5780,
+            25269,
+            26517,
+            32403,
+            19052,
+            18848,
+            5639,
+            32663,
+            5034
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/159_code_Python_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/159_code_Python_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..f1a5b45de8ef514fd8b170f49321b15a051e6aed
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/159_code_Python_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7438621362372309,
+        "test_acc": 0.7495798319327731,
+        "test_auc": 0.7681103614841167,
+        "val_auc": 0.7996788438378162,
+        "k": 1,
+        "dataset": "159_code_Python",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            43
+        ]
+    },
+    {
+        "test_f1": 0.82569896374116,
+        "test_acc": 0.8258823529411765,
+        "test_auc": 0.930546365996341,
+        "val_auc": 0.9787234042553192,
+        "k": 16,
+        "dataset": "159_code_Python",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            43,
+            19052,
+            1944,
+            420,
+            6271,
+            4364,
+            24343,
+            23492,
+            21603,
+            404,
+            11515,
+            29317,
+            7830,
+            26106,
+            1197,
+            24430
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/160_code_HTML_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/160_code_HTML_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..c3e52d895c41505e173cb9eebed0cf6146d21695
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/160_code_HTML_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6063235157466048,
+        "test_acc": 0.6094117647058823,
+        "test_auc": 0.675644112776681,
+        "val_auc": 0.5869128863910077,
+        "k": 1,
+        "dataset": "160_code_HTML",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            420
+        ]
+    },
+    {
+        "test_f1": 0.8138543021405703,
+        "test_acc": 0.8154621848739496,
+        "test_auc": 0.9243849925157819,
+        "val_auc": 0.9263348052990766,
+        "k": 16,
+        "dataset": "160_code_HTML",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            420,
+            27242,
+            1943,
+            6337,
+            16613,
+            13633,
+            23418,
+            11515,
+            457,
+            14111,
+            739,
+            29386,
+            29923,
+            24060,
+            26517,
+            31158
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/161_agnews_0_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/161_agnews_0_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..b105ceddb338cb5534cc78d7d5e326b0076b55de
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/161_agnews_0_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9484359406063314,
+        "test_acc": 0.9485714285714286,
+        "test_auc": 0.9485887096774194,
+        "val_auc": 0.9622641509433962,
+        "k": 1,
+        "dataset": "161_agnews_0",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            22093
+        ]
+    },
+    {
+        "test_f1": 0.9949578635579998,
+        "test_acc": 0.9949579831932773,
+        "test_auc": 0.999945314590248,
+        "val_auc": 0.9987956643918106,
+        "k": 16,
+        "dataset": "161_agnews_0",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            22093,
+            31511,
+            24729,
+            2371,
+            10209,
+            21474,
+            256,
+            2696,
+            13729,
+            22016,
+            4627,
+            25880,
+            19527,
+            1197,
+            27093,
+            28968
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/162_agnews_1_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/162_agnews_1_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..1be20a6c86e290486d63b99dbcbebac2aa216cc9
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/162_agnews_1_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9188698525791048,
+        "test_acc": 0.9193277310924369,
+        "test_auc": 0.9215684679407916,
+        "val_auc": 0.9150943396226415,
+        "k": 1,
+        "dataset": "162_agnews_1",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            31511
+        ]
+    },
+    {
+        "test_f1": 0.9949579797752007,
+        "test_acc": 0.9949579831932773,
+        "test_auc": 0.9998797824876529,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "162_agnews_1",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            31511,
+            24729,
+            22093,
+            13729,
+            10209,
+            256,
+            2371,
+            25880,
+            2696,
+            22016,
+            1197,
+            4627,
+            27093,
+            1999,
+            7023,
+            11760
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/163_agnews_2_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/163_agnews_2_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..30354787a49398aed65024dd469402b6c138871a
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/163_agnews_2_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9102146804778416,
+        "test_acc": 0.9109243697478991,
+        "test_auc": 0.9109543010752688,
+        "val_auc": 0.9528301886792453,
+        "k": 1,
+        "dataset": "163_agnews_2",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            2371
+        ]
+    },
+    {
+        "test_f1": 0.9956302422263833,
+        "test_acc": 0.9956302521008403,
+        "test_auc": 0.9999570651741617,
+        "val_auc": 0.9991971095945404,
+        "k": 16,
+        "dataset": "163_agnews_2",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            2371,
+            24729,
+            31511,
+            22093,
+            21474,
+            13729,
+            2696,
+            10209,
+            25880,
+            22016,
+            256,
+            4627,
+            1197,
+            27093,
+            28968,
+            22764
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/21_headline_istrump_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/21_headline_istrump_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..511ee16682baf061a6d5914afe283153d8311599
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/21_headline_istrump_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8246536219583035,
+        "test_acc": 0.8246540880503145,
+        "test_auc": 0.8495548023926143,
+        "val_auc": 0.8723489395758305,
+        "k": 1,
+        "dataset": "21_headline_istrump",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21652
+        ]
+    },
+    {
+        "test_f1": 0.8789861131430634,
+        "test_acc": 0.8789937106918239,
+        "test_auc": 0.9409438513314411,
+        "val_auc": 0.9515806322529011,
+        "k": 16,
+        "dataset": "21_headline_istrump",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21652,
+            24021,
+            6974,
+            9500,
+            23070,
+            1440,
+            20078,
+            28465,
+            28345,
+            7078,
+            15106,
+            24487,
+            20578,
+            14506,
+            1000,
+            622
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/22_headline_isobama_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/22_headline_isobama_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..6839991996f7da3ef61cbe17055f7f45e809e581
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/22_headline_isobama_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.747539629791135,
+        "test_acc": 0.7480190174326465,
+        "test_auc": 0.7975286317058469,
+        "val_auc": 0.7595038015206083,
+        "k": 1,
+        "dataset": "22_headline_isobama",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21157
+        ]
+    },
+    {
+        "test_f1": 0.8700240393190007,
+        "test_acc": 0.8700475435816165,
+        "test_auc": 0.9447156921840467,
+        "val_auc": 0.9227691076430571,
+        "k": 16,
+        "dataset": "22_headline_isobama",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21157,
+            24487,
+            21652,
+            27505,
+            1440,
+            23070,
+            16695,
+            16696,
+            24021,
+            20088,
+            13927,
+            7078,
+            19352,
+            28257,
+            622,
+            31402
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/23_headline_ischina_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/23_headline_ischina_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..c46416c10f2b8b9942e39f2bc042d6145b36c0ed
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/23_headline_ischina_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6776524922913195,
+        "test_acc": 0.6782713085234093,
+        "test_auc": 0.7107112387013467,
+        "val_auc": 0.7210144927536232,
+        "k": 1,
+        "dataset": "23_headline_ischina",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            1440
+        ]
+    },
+    {
+        "test_f1": 0.7646753602624086,
+        "test_acc": 0.7647058823529411,
+        "test_auc": 0.8196855976757056,
+        "val_auc": 0.7665056360708535,
+        "k": 16,
+        "dataset": "23_headline_ischina",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            1440,
+            24204,
+            23127,
+            24487,
+            8096,
+            18659,
+            29740,
+            3436,
+            14506,
+            25901,
+            24021,
+            30011,
+            3976,
+            20088,
+            3291,
+            6158
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/24_headline_isiran_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/24_headline_isiran_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..a7502bf395ec09131cef25b4f803d85ee2c4c753
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/24_headline_isiran_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7794938298939491,
+        "test_acc": 0.7796143250688705,
+        "test_auc": 0.7919828789994536,
+        "val_auc": 0.7631052420968387,
+        "k": 1,
+        "dataset": "24_headline_isiran",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            24204
+        ]
+    },
+    {
+        "test_f1": 0.7818029034548906,
+        "test_acc": 0.7823691460055097,
+        "test_auc": 0.8307631594924412,
+        "val_auc": 0.8295318127250901,
+        "k": 16,
+        "dataset": "24_headline_isiran",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            24204,
+            14392,
+            2883,
+            27505,
+            29071,
+            1440,
+            19352,
+            32642,
+            20578,
+            15992,
+            5608,
+            22422,
+            20088,
+            26941,
+            8642,
+            2696
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/26_headline_isfrontpage_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/26_headline_isfrontpage_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..ce06a21b9b49f6829af9e8fee2ca8a2a68be6a5c
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/26_headline_isfrontpage_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6353057315337648,
+        "test_acc": 0.6357232704402516,
+        "test_auc": 0.6549233751780942,
+        "val_auc": 0.7002801120448179,
+        "k": 1,
+        "dataset": "26_headline_isfrontpage",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            1440
+        ]
+    },
+    {
+        "test_f1": 0.6865325481425728,
+        "test_acc": 0.6865408805031447,
+        "test_auc": 0.7545027335629276,
+        "val_auc": 0.7503001200480192,
+        "k": 16,
+        "dataset": "26_headline_isfrontpage",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            1440,
+            21652,
+            7078,
+            2371,
+            24487,
+            23070,
+            6974,
+            6230,
+            8028,
+            8683,
+            685,
+            15106,
+            25901,
+            18414,
+            12061,
+            21157
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/36_sciq_tf_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/36_sciq_tf_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..13b0d6ea6dcfa134d806d9e17bcabb56d9e5fe98
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/36_sciq_tf_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7304200617050113,
+        "test_acc": 0.730566037735849,
+        "test_auc": 0.7956649053860151,
+        "val_auc": 0.7817126850740296,
+        "k": 1,
+        "dataset": "36_sciq_tf",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            15529
+        ]
+    },
+    {
+        "test_f1": 0.834096973184544,
+        "test_acc": 0.8342138364779874,
+        "test_auc": 0.915014242475487,
+        "val_auc": 0.9727891156462585,
+        "k": 16,
+        "dataset": "36_sciq_tf",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            15529,
+            15631,
+            2047,
+            32565,
+            22137,
+            17210,
+            5085,
+            20393,
+            23439,
+            21388,
+            32330,
+            4985,
+            12868,
+            14893,
+            13046,
+            28268
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/41_truthqa_tf_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/41_truthqa_tf_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..35fe7f39b41eabe7ad67ac4a147dff731d9cdd13
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/41_truthqa_tf_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5356125356125355,
+        "test_acc": 0.5555555555555556,
+        "test_auc": 0.5510204081632653,
+        "val_auc": 0.5961461260537936,
+        "k": 1,
+        "dataset": "41_truthqa_tf",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            14212
+        ]
+    },
+    {
+        "test_f1": 0.5870990607832713,
+        "test_acc": 0.5959595959595959,
+        "test_auc": 0.7040816326530612,
+        "val_auc": 0.7555198715375351,
+        "k": 16,
+        "dataset": "41_truthqa_tf",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            14212,
+            18107,
+            19003,
+            7841,
+            6230,
+            14582,
+            18777,
+            16696,
+            21807,
+            32403,
+            9010,
+            30057,
+            31715,
+            24537,
+            10884,
+            21889
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/42_temp_sense_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/42_temp_sense_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..205c095323d9c83a3c1671526ac6318446954d20
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/42_temp_sense_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6775814088923428,
+        "test_acc": 0.6814011676396997,
+        "test_auc": 0.7010406232609905,
+        "val_auc": 0.8083735909822867,
+        "k": 1,
+        "dataset": "42_temp_sense",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            2489
+        ]
+    },
+    {
+        "test_f1": 0.7827762563307062,
+        "test_acc": 0.7839866555462885,
+        "test_auc": 0.8620228158041179,
+        "val_auc": 0.8993558776167472,
+        "k": 16,
+        "dataset": "42_temp_sense",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            2489,
+            31537,
+            8642,
+            15631,
+            7004,
+            9073,
+            2358,
+            11893,
+            22033,
+            12868,
+            31117,
+            6230,
+            32330,
+            26213,
+            2569,
+            18107
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/44_phys_tf_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/44_phys_tf_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..84c6afff81fe2607ae2bb60d8ea440acd082d2ed
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/44_phys_tf_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5610079918472235,
+        "test_acc": 0.5801257861635221,
+        "test_auc": 0.5884185333439996,
+        "val_auc": 0.5242096838735494,
+        "k": 1,
+        "dataset": "44_phys_tf",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            31537
+        ]
+    },
+    {
+        "test_f1": 0.6290987533703927,
+        "test_acc": 0.6294339622641509,
+        "test_auc": 0.6858063327119234,
+        "val_auc": 0.5758303321328532,
+        "k": 16,
+        "dataset": "44_phys_tf",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            31537,
+            2489,
+            21648,
+            5508,
+            12868,
+            5608,
+            8785,
+            17891,
+            21889,
+            8879,
+            7004,
+            8968,
+            6207,
+            21721,
+            32330,
+            18150
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/47_reasoning_tf_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/47_reasoning_tf_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..d0f90378c018678557a87bcd816f75ff09065314
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/47_reasoning_tf_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5238771500085012,
+        "test_acc": 0.5451825254338719,
+        "test_auc": 0.5512993152451079,
+        "val_auc": 0.5355279004415897,
+        "k": 1,
+        "dataset": "47_reasoning_tf",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            2590
+        ]
+    },
+    {
+        "test_f1": 0.5642793664763661,
+        "test_acc": 0.5643327348892878,
+        "test_auc": 0.5966156204337736,
+        "val_auc": 0.5726615816940988,
+        "k": 16,
+        "dataset": "47_reasoning_tf",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            2590,
+            8304,
+            10742,
+            20828,
+            16704,
+            14386,
+            21648,
+            27825,
+            9745,
+            9204,
+            9171,
+            1121,
+            17644,
+            23686,
+            20933,
+            10228
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/48_cm_correct_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/48_cm_correct_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..760432a218747f1f0eb91688111c3cd38200206b
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/48_cm_correct_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5774770589341983,
+        "test_acc": 0.6060377358490566,
+        "test_auc": 0.6169133573458871,
+        "val_auc": 0.6520608243297318,
+        "k": 1,
+        "dataset": "48_cm_correct",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21194
+        ]
+    },
+    {
+        "test_f1": 0.6218553590964876,
+        "test_acc": 0.6264150943396226,
+        "test_auc": 0.7050972164137315,
+        "val_auc": 0.7418967587034815,
+        "k": 16,
+        "dataset": "48_cm_correct",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21194,
+            18107,
+            30180,
+            14748,
+            31537,
+            2489,
+            11039,
+            5608,
+            23268,
+            19290,
+            16554,
+            17891,
+            3443,
+            17920,
+            1453,
+            2024
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/49_cm_isshort_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/49_cm_isshort_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..8f52b431b30eedca7753517743811f660c0b2fbf
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/49_cm_isshort_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9977358461907004,
+        "test_acc": 0.9977358490566037,
+        "test_auc": 0.998234626683098,
+        "val_auc": 1.0,
+        "k": 1,
+        "dataset": "49_cm_isshort",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            6605
+        ]
+    },
+    {
+        "test_f1": 0.9984905620254628,
+        "test_acc": 0.9984905660377359,
+        "test_auc": 0.9999977216089694,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "49_cm_isshort",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            6605,
+            16696,
+            31511,
+            6475,
+            16858,
+            256,
+            18492,
+            22355,
+            9313,
+            15138,
+            992,
+            8642,
+            7007,
+            14097,
+            27879,
+            31172
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/50_deon_isvalid_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/50_deon_isvalid_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..6d83dd884b338d672064f9624abcaa96fe18cdee
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/50_deon_isvalid_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6087626915907806,
+        "test_acc": 0.6171069182389937,
+        "test_auc": 0.6346910096715168,
+        "val_auc": 0.6008403361344539,
+        "k": 1,
+        "dataset": "50_deon_isvalid",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            2489
+        ]
+    },
+    {
+        "test_f1": 0.6774681300135199,
+        "test_acc": 0.6779874213836478,
+        "test_auc": 0.7602955427583112,
+        "val_auc": 0.7639055622248899,
+        "k": 16,
+        "dataset": "50_deon_isvalid",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            2489,
+            31537,
+            5608,
+            25598,
+            18492,
+            16696,
+            5034,
+            13467,
+            407,
+            23268,
+            4627,
+            25543,
+            1781,
+            16797,
+            20455,
+            23418
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/51_just_is_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/51_just_is_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..1f382f48bf2a5f52be4635fceef045d229921c20
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/51_just_is_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6560154529730742,
+        "test_acc": 0.6583647798742138,
+        "test_auc": 0.6881413037864834,
+        "val_auc": 0.7426970788315326,
+        "k": 1,
+        "dataset": "51_just_is",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            2489
+        ]
+    },
+    {
+        "test_f1": 0.7361096971454962,
+        "test_acc": 0.7363522012578616,
+        "test_auc": 0.8162405484745413,
+        "val_auc": 0.838735494197679,
+        "k": 16,
+        "dataset": "51_just_is",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            2489,
+            31537,
+            5608,
+            23268,
+            11039,
+            10648,
+            25598,
+            5034,
+            5085,
+            18492,
+            20970,
+            15241,
+            3248,
+            3275,
+            1361,
+            11275
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/52_virtue_is_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/52_virtue_is_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..91f561bf52e4124d0790d315bab439d59df3a747
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/52_virtue_is_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6914729982285219,
+        "test_acc": 0.7006570302233903,
+        "test_auc": 0.7139999215362539,
+        "val_auc": 0.6496000000000001,
+        "k": 1,
+        "dataset": "52_virtue_is",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            3222
+        ]
+    },
+    {
+        "test_f1": 0.8515111490014873,
+        "test_acc": 0.8515111695137977,
+        "test_auc": 0.9317477302151178,
+        "val_auc": 0.878,
+        "k": 16,
+        "dataset": "52_virtue_is",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            3222,
+            12267,
+            28705,
+            23964,
+            25055,
+            2574,
+            30865,
+            12108,
+            11485,
+            4405,
+            4882,
+            23600,
+            23858,
+            307,
+            11910,
+            4077
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/54_cs_tf_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/54_cs_tf_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..2e2a565eaff05d04972cb953fa65c442fffb2bef
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/54_cs_tf_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5162997438890612,
+        "test_acc": 0.530062893081761,
+        "test_auc": 0.5547175858371163,
+        "val_auc": 0.6008403361344538,
+        "k": 1,
+        "dataset": "54_cs_tf",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            13467
+        ]
+    },
+    {
+        "test_f1": 0.5617582555086199,
+        "test_acc": 0.5632704402515724,
+        "test_auc": 0.5903964299131478,
+        "val_auc": 0.671468587434974,
+        "k": 16,
+        "dataset": "54_cs_tf",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            13467,
+            10969,
+            24729,
+            31511,
+            17322,
+            5713,
+            6158,
+            14067,
+            1096,
+            21997,
+            21599,
+            28627,
+            4985,
+            6475,
+            15241,
+            18107
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/56_wikidatasex_or_gender_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/56_wikidatasex_or_gender_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..f169f816c63947a0370fbe9eab6121ee9294a1ad
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/56_wikidatasex_or_gender_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9911946063199836,
+        "test_acc": 0.9911949685534591,
+        "test_auc": 0.9970789761214495,
+        "val_auc": 1.0,
+        "k": 1,
+        "dataset": "56_wikidatasex_or_gender",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21661
+        ]
+    },
+    {
+        "test_f1": 0.9922011680304623,
+        "test_acc": 0.9922012578616353,
+        "test_auc": 0.9994516672252944,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "56_wikidatasex_or_gender",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21661,
+            6883,
+            6230,
+            17781,
+            13489,
+            29105,
+            17891,
+            3976,
+            31590,
+            19218,
+            26461,
+            15529,
+            24487,
+            17047,
+            9425,
+            18738
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/57_wikidatais_alive_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/57_wikidatais_alive_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..162344ecd6ceca7ae7fd9f49c243bafba4fa2fb4
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/57_wikidatais_alive_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7585617555978698,
+        "test_acc": 0.759245283018868,
+        "test_auc": 0.8226606746670257,
+        "val_auc": 0.876750700280112,
+        "k": 1,
+        "dataset": "57_wikidatais_alive",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            6883
+        ]
+    },
+    {
+        "test_f1": 0.968804972217837,
+        "test_acc": 0.9688050314465408,
+        "test_auc": 0.992891419984426,
+        "val_auc": 0.992797118847539,
+        "k": 16,
+        "dataset": "57_wikidatais_alive",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            6883,
+            17047,
+            18738,
+            5547,
+            19218,
+            23208,
+            25279,
+            13243,
+            6230,
+            31590,
+            26735,
+            29051,
+            29105,
+            11092,
+            21036,
+            19321
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/58_wikidatapolitical_party_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/58_wikidatapolitical_party_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..ba682b08a4dca4f6bfa61a40a5adfe397bea2e07
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/58_wikidatapolitical_party_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8481780128451547,
+        "test_acc": 0.8496202531645569,
+        "test_auc": 0.8606669086792266,
+        "val_auc": 0.8319327731092436,
+        "k": 1,
+        "dataset": "58_wikidatapolitical_party",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            11440
+        ]
+    },
+    {
+        "test_f1": 0.8568518813248293,
+        "test_acc": 0.8572151898734177,
+        "test_auc": 0.9392363888444515,
+        "val_auc": 0.9427771108443377,
+        "k": 16,
+        "dataset": "58_wikidatapolitical_party",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            11440,
+            17781,
+            5285,
+            30706,
+            13489,
+            3342,
+            11123,
+            18966,
+            28512,
+            22969,
+            6859,
+            5511,
+            28950,
+            1220,
+            24487,
+            3639
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/59_wikidata_occupation_isjournalist_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/59_wikidata_occupation_isjournalist_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..2a162261ee7959eaf5ce1a624062d235df4bb070
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/59_wikidata_occupation_isjournalist_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7165865305736994,
+        "test_acc": 0.718974358974359,
+        "test_auc": 0.7709315144578719,
+        "val_auc": 0.6886984904120768,
+        "k": 1,
+        "dataset": "59_wikidata_occupation_isjournalist",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            6883
+        ]
+    },
+    {
+        "test_f1": 0.8597587273158772,
+        "test_acc": 0.8605128205128205,
+        "test_auc": 0.9095604571313158,
+        "val_auc": 0.915952672378621,
+        "k": 16,
+        "dataset": "59_wikidata_occupation_isjournalist",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            6883,
+            6405,
+            717,
+            20252,
+            18823,
+            31619,
+            4706,
+            1862,
+            25666,
+            31776,
+            913,
+            13243,
+            32565,
+            30352,
+            8344,
+            17891
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/5_hist_fig_ismale_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/5_hist_fig_ismale_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..6348471d9f01aed8f54f1df1c8ae10174b950aeb
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/5_hist_fig_ismale_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9072813121766119,
+        "test_acc": 0.9074213836477988,
+        "test_auc": 0.9309045009867964,
+        "val_auc": 0.9815926370548219,
+        "k": 1,
+        "dataset": "5_hist_fig_ismale",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21661
+        ]
+    },
+    {
+        "test_f1": 0.9333039036331814,
+        "test_acc": 0.9333333333333333,
+        "test_auc": 0.9837057068125917,
+        "val_auc": 0.9955982392957183,
+        "k": 16,
+        "dataset": "5_hist_fig_ismale",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21661,
+            9425,
+            32365,
+            19321,
+            21889,
+            4175,
+            7841,
+            13901,
+            31715,
+            9778,
+            16759,
+            7540,
+            30428,
+            19831,
+            8821,
+            24042
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_stats.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..81c1fb722da58a43ce582d3a116ebd4f700e4f82
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_stats.json
@@ -0,0 +1 @@
+{"l0": 142.5690155029297, "width": 32768, "hook_name": "model.layers.12", "tokens_trained": 500000000, "all_metrics": {"model_performance_preservation": {"ce_loss_score": 0.9947093635094457, "ce_loss_with_ablation": 12.452933311462402, "ce_loss_with_sae": 1.8885376453399658, "ce_loss_without_sae": 1.8323479890823364}, "reconstruction_quality": {"explained_variance": 0.8816733360290527, "explained_variance_legacy": 0.8168360590934753, "mse": 0.41522514820098877, "cossim": 0.9358718991279602}, "shrinkage": {"l2_norm_in": 144.3128204345703, "l2_norm_out": 134.7972412109375, "l2_ratio": 0.9326230883598328, "relative_reconstruction_bias": 0.9972940683364868}, "sparsity": {"l0": 142.5690155029297, "l1": 779.2770385742188}, "token_stats": {"total_tokens_eval_reconstruction": 61440, "total_tokens_eval_sparsity_variance": 61440}}}
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_weights.safetensors b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_weights.safetensors
new file mode 100644
index 0000000000000000000000000000000000000000..2e4d25ad96e1c441edce168f1d895a72513b0dfb
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_weights.safetensors
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3b1ab52b32e268be00b5b0100cd2f2fc2b0a66e15e5f2349b336eb7721bbe5a6
+size 604251536
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/scr/saebench_scr_custom_sae_eval_results.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/scr/saebench_scr_custom_sae_eval_results.json
new file mode 100644
index 0000000000000000000000000000000000000000..491b4ce07291bf48cfafb158270e6963e43e55c8
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/scr/saebench_scr_custom_sae_eval_results.json
@@ -0,0 +1,326 @@
+{
+  "eval_type_id": "scr",
+  "eval_config": {
+    "random_seed": 42,
+    "dataset_names": [
+      "LabHC/bias_in_bios_class_set1",
+      "canrager/amazon_reviews_mcauley_1and5"
+    ],
+    "perform_scr": true,
+    "early_stopping_patience": 20,
+    "train_set_size": 4000,
+    "test_set_size": 1000,
+    "context_length": 128,
+    "probe_train_batch_size": 16,
+    "probe_test_batch_size": 500,
+    "probe_epochs": 20,
+    "probe_lr": 0.001,
+    "probe_l1_penalty": 0.001,
+    "sae_batch_size": 32,
+    "llm_batch_size": 128,
+    "llm_dtype": "float32",
+    "lower_vram_usage": false,
+    "model_name": "gemma-2-2b",
+    "n_values": [
+      2,
+      5,
+      10
+    ],
+    "column1_vals_lookup": {
+      "LabHC/bias_in_bios_class_set1": [
+        [
+          "professor",
+          "nurse"
+        ],
+        [
+          "architect",
+          "journalist"
+        ],
+        [
+          "surgeon",
+          "psychologist"
+        ],
+        [
+          "attorney",
+          "teacher"
+        ]
+      ],
+      "canrager/amazon_reviews_mcauley_1and5": [
+        [
+          "Books",
+          "CDs_and_Vinyl"
+        ],
+        [
+          "Software",
+          "Electronics"
+        ],
+        [
+          "Pet_Supplies",
+          "Office_Products"
+        ],
+        [
+          "Industrial_and_Scientific",
+          "Toys_and_Games"
+        ]
+      ]
+    }
+  },
+  "eval_id": "2ab7c252-6936-40ce-81f4-a778d61a9848",
+  "datetime_epoch_millis": 1775694525652,
+  "eval_result_metrics": {
+    "scr_metrics": {
+      "scr_dir1_threshold_2": 0.2859492666679094,
+      "scr_metric_threshold_2": 0.1555567713350446,
+      "scr_dir2_threshold_2": 0.15293131228909027,
+      "scr_dir1_threshold_5": -0.1848695869422872,
+      "scr_metric_threshold_5": 0.2036928022006214,
+      "scr_dir2_threshold_5": 0.20328243688538655,
+      "scr_dir1_threshold_10": -0.1251312612569694,
+      "scr_metric_threshold_10": 0.24553492011977496,
+      "scr_dir2_threshold_10": 0.24155723496343962,
+      "scr_dir1_threshold_20": null,
+      "scr_metric_threshold_20": null,
+      "scr_dir2_threshold_20": null,
+      "scr_dir1_threshold_50": null,
+      "scr_metric_threshold_50": null,
+      "scr_dir2_threshold_50": null,
+      "scr_dir1_threshold_100": null,
+      "scr_metric_threshold_100": null,
+      "scr_dir2_threshold_100": null,
+      "scr_dir1_threshold_500": null,
+      "scr_metric_threshold_500": null,
+      "scr_dir2_threshold_500": null
+    }
+  },
+  "eval_result_details": [
+    {
+      "dataset_name": "LabHC/bias_in_bios_class_set1_scr_professor_nurse_results",
+      "scr_dir1_threshold_2": 0.6025646805840948,
+      "scr_metric_threshold_2": 0.03367878287944761,
+      "scr_dir2_threshold_2": 0.03367878287944761,
+      "scr_dir1_threshold_5": 0.37179539103317,
+      "scr_metric_threshold_5": 0.08031092003311918,
+      "scr_dir2_threshold_5": 0.08031092003311918,
+      "scr_dir1_threshold_10": 0.4487182328294704,
+      "scr_metric_threshold_10": 0.11139890852479135,
+      "scr_dir2_threshold_10": 0.11139890852479135,
+      "scr_dir1_threshold_20": null,
+      "scr_metric_threshold_20": null,
+      "scr_dir2_threshold_20": null,
+      "scr_dir1_threshold_50": null,
+      "scr_metric_threshold_50": null,
+      "scr_dir2_threshold_50": null,
+      "scr_dir1_threshold_100": null,
+      "scr_metric_threshold_100": null,
+      "scr_dir2_threshold_100": null,
+      "scr_dir1_threshold_500": null,
+      "scr_metric_threshold_500": null,
+      "scr_dir2_threshold_500": null
+    },
+    {
+      "dataset_name": "LabHC/bias_in_bios_class_set1_scr_architect_journalist_results",
+      "scr_dir1_threshold_2": 0.32575782547854165,
+      "scr_metric_threshold_2": 0.24159018619614847,
+      "scr_dir2_threshold_2": 0.24159018619614847,
+      "scr_dir1_threshold_5": -0.5454541760043493,
+      "scr_metric_threshold_5": 0.28746188128286687,
+      "scr_dir2_threshold_5": 0.28746188128286687,
+      "scr_dir1_threshold_10": -0.07575748681586188,
+      "scr_metric_threshold_10": 0.339449522889458,
+      "scr_dir2_threshold_10": 0.339449522889458,
+      "scr_dir1_threshold_20": null,
+      "scr_metric_threshold_20": null,
+      "scr_dir2_threshold_20": null,
+      "scr_dir1_threshold_50": null,
+      "scr_metric_threshold_50": null,
+      "scr_dir2_threshold_50": null,
+      "scr_dir1_threshold_100": null,
+      "scr_metric_threshold_100": null,
+      "scr_dir2_threshold_100": null,
+      "scr_dir1_threshold_500": null,
+      "scr_metric_threshold_500": null,
+      "scr_dir2_threshold_500": null
+    },
+    {
+      "dataset_name": "LabHC/bias_in_bios_class_set1_scr_surgeon_psychologist_results",
+      "scr_dir1_threshold_2": 0.42187508731147705,
+      "scr_metric_threshold_2": 0.11055282101401862,
+      "scr_dir2_threshold_2": 0.11055282101401862,
+      "scr_dir1_threshold_5": -1.6406250291038258,
+      "scr_metric_threshold_5": 0.10552761109862276,
+      "scr_dir2_threshold_5": 0.10552761109862276,
+      "scr_dir1_threshold_10": -1.6093745052349633,
+      "scr_metric_threshold_10": 0.13819095138732784,
+      "scr_dir2_threshold_10": 0.13819095138732784,
+      "scr_dir1_threshold_20": null,
+      "scr_metric_threshold_20": null,
+      "scr_dir2_threshold_20": null,
+      "scr_dir1_threshold_50": null,
+      "scr_metric_threshold_50": null,
+      "scr_dir2_threshold_50": null,
+      "scr_dir1_threshold_100": null,
+      "scr_metric_threshold_100": null,
+      "scr_dir2_threshold_100": null,
+      "scr_dir1_threshold_500": null,
+      "scr_metric_threshold_500": null,
+      "scr_dir2_threshold_500": null
+    },
+    {
+      "dataset_name": "LabHC/bias_in_bios_class_set1_scr_attorney_teacher_results",
+      "scr_dir1_threshold_2": 0.36241586843773815,
+      "scr_metric_threshold_2": 0.06687906673556002,
+      "scr_dir2_threshold_2": 0.06687906673556002,
+      "scr_dir1_threshold_5": -0.40268460939953316,
+      "scr_metric_threshold_5": 0.07961794562917636,
+      "scr_dir2_threshold_5": 0.07961794562917636,
+      "scr_dir1_threshold_10": -0.7114094899402154,
+      "scr_metric_threshold_10": 0.11783439248632226,
+      "scr_dir2_threshold_10": 0.11783439248632226,
+      "scr_dir1_threshold_20": null,
+      "scr_metric_threshold_20": null,
+      "scr_dir2_threshold_20": null,
+      "scr_dir1_threshold_50": null,
+      "scr_metric_threshold_50": null,
+      "scr_dir2_threshold_50": null,
+      "scr_dir1_threshold_100": null,
+      "scr_metric_threshold_100": null,
+      "scr_dir2_threshold_100": null,
+      "scr_dir1_threshold_500": null,
+      "scr_metric_threshold_500": null,
+      "scr_dir2_threshold_500": null
+    },
+    {
+      "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Books_CDs_and_Vinyl_results",
+      "scr_dir1_threshold_2": 0.04210534901500186,
+      "scr_metric_threshold_2": 0.3690475486528761,
+      "scr_dir2_threshold_2": 0.3690475486528761,
+      "scr_dir1_threshold_5": 0.00526309019971007,
+      "scr_metric_threshold_5": 0.45634918288429205,
+      "scr_dir2_threshold_5": 0.45634918288429205,
+      "scr_dir1_threshold_10": 0.052631529414422,
+      "scr_metric_threshold_10": 0.515872927644938,
+      "scr_dir2_threshold_10": 0.515872927644938,
+      "scr_dir1_threshold_20": null,
+      "scr_metric_threshold_20": null,
+      "scr_dir2_threshold_20": null,
+      "scr_dir1_threshold_50": null,
+      "scr_metric_threshold_50": null,
+      "scr_dir2_threshold_50": null,
+      "scr_dir1_threshold_100": null,
+      "scr_metric_threshold_100": null,
+      "scr_dir2_threshold_100": null,
+      "scr_dir1_threshold_500": null,
+      "scr_metric_threshold_500": null,
+      "scr_dir2_threshold_500": null
+    },
+    {
+      "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Software_Electronics_results",
+      "scr_dir1_threshold_2": 0.2677594186754738,
+      "scr_metric_threshold_2": 0.08396951427451485,
+      "scr_dir2_threshold_2": 0.08396951427451485,
+      "scr_dir1_threshold_5": 0.3606557163469838,
+      "scr_metric_threshold_5": 0.12595415766246074,
+      "scr_dir2_threshold_5": 0.12595415766246074,
+      "scr_dir1_threshold_10": 0.3825136878996036,
+      "scr_metric_threshold_10": 0.11450392446499717,
+      "scr_dir2_threshold_10": 0.11450392446499717,
+      "scr_dir1_threshold_20": null,
+      "scr_metric_threshold_20": null,
+      "scr_dir2_threshold_20": null,
+      "scr_dir1_threshold_50": null,
+      "scr_metric_threshold_50": null,
+      "scr_dir2_threshold_50": null,
+      "scr_dir1_threshold_100": null,
+      "scr_metric_threshold_100": null,
+      "scr_dir2_threshold_100": null,
+      "scr_dir1_threshold_500": null,
+      "scr_metric_threshold_500": null,
+      "scr_dir2_threshold_500": null
+    },
+    {
+      "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Pet_Supplies_Office_Products_results",
+      "scr_dir1_threshold_2": 0.15813941496525466,
+      "scr_metric_threshold_2": 0.23175976205209856,
+      "scr_dir2_threshold_2": 0.23175976205209856,
+      "scr_dir1_threshold_5": 0.2511628448544011,
+      "scr_metric_threshold_5": 0.3733906424792874,
+      "scr_dir2_threshold_5": 0.3733906424792874,
+      "scr_dir1_threshold_10": 0.3395348953259431,
+      "scr_metric_threshold_10": 0.4549356870945189,
+      "scr_dir2_threshold_10": 0.4549356870945189,
+      "scr_dir1_threshold_20": null,
+      "scr_metric_threshold_20": null,
+      "scr_dir2_threshold_20": null,
+      "scr_dir1_threshold_50": null,
+      "scr_metric_threshold_50": null,
+      "scr_dir2_threshold_50": null,
+      "scr_dir1_threshold_100": null,
+      "scr_metric_threshold_100": null,
+      "scr_dir2_threshold_100": null,
+      "scr_dir1_threshold_500": null,
+      "scr_metric_threshold_500": null,
+      "scr_dir2_threshold_500": null
+    },
+    {
+      "dataset_name": "canrager/amazon_reviews_mcauley_1and5_scr_Industrial_and_Scientific_Toys_and_Games_results",
+      "scr_dir1_threshold_2": 0.1069764888756927,
+      "scr_metric_threshold_2": 0.1069764888756927,
+      "scr_dir2_threshold_2": 0.08597281650805809,
+      "scr_dir1_threshold_5": 0.12093007653514554,
+      "scr_metric_threshold_5": 0.12093007653514554,
+      "scr_dir2_threshold_5": 0.11764715401326675,
+      "scr_dir1_threshold_10": 0.1720930464658461,
+      "scr_metric_threshold_10": 0.1720930464658461,
+      "scr_dir2_threshold_10": 0.14027156521516332,
+      "scr_dir1_threshold_20": null,
+      "scr_metric_threshold_20": null,
+      "scr_dir2_threshold_20": null,
+      "scr_dir1_threshold_50": null,
+      "scr_metric_threshold_50": null,
+      "scr_dir2_threshold_50": null,
+      "scr_dir1_threshold_100": null,
+      "scr_metric_threshold_100": null,
+      "scr_dir2_threshold_100": null,
+      "scr_dir1_threshold_500": null,
+      "scr_metric_threshold_500": null,
+      "scr_dir2_threshold_500": null
+    }
+  ],
+  "sae_bench_commit_hash": "Unknown",
+  "sae_lens_id": "custom_sae",
+  "sae_lens_release_id": "saebench_scr",
+  "sae_lens_version": "6.39.0",
+  "sae_cfg_dict": {
+    "d_in": 2304,
+    "d_sae": 32768,
+    "dtype": "float32",
+    "device": "cuda",
+    "apply_b_dec_to_input": true,
+    "normalize_activations": "none",
+    "reshape_activations": "none",
+    "metadata": {
+      "sae_lens_version": "6.39.0",
+      "sae_lens_training_version": "6.39.0",
+      "model_name": "gemma-2-2b",
+      "hook_name": "blocks.12.hook_resid_post",
+      "hook_head_index": null,
+      "context_size": 1024,
+      "prepend_bos": true,
+      "seqpos_slice": [
+        null
+      ],
+      "model_from_pretrained_kwargs": {
+        "center_writing_weights": false
+      },
+      "dataset_path": "chanind/pile-uncopyrighted-gemma-1024-abbrv-2B",
+      "model_class_name": "AutoModelForCausalLM",
+      "exclude_special_tokens": true,
+      "sequence_separator_token": "bos",
+      "disable_concat_sequences": false,
+      "hook_layer": 12,
+      "dataset_trust_remote_code": null
+    },
+    "architecture": "jumprelu"
+  },
+  "eval_result_unstructured": null
+}
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sparsity.safetensors b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sparsity.safetensors
new file mode 100644
index 0000000000000000000000000000000000000000..9b82aeb24d92796c9812746f03e930f4da71aa9e
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sparsity.safetensors
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8b6e914925332d08b9e86bf6ebb58b1bd01f7e667a0f16ee981eb498006fd446
+size 131152
diff --git a/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/tpp/saebench_tpp_custom_sae_eval_results.json b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/tpp/saebench_tpp_custom_sae_eval_results.json
new file mode 100644
index 0000000000000000000000000000000000000000..4f835a699173ee18a88895d5422f85a9e1a21083
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/tpp/saebench_tpp_custom_sae_eval_results.json
@@ -0,0 +1,297 @@
+{
+  "eval_type_id": "tpp",
+  "eval_config": {
+    "random_seed": 42,
+    "dataset_names": [
+      "LabHC/bias_in_bios_class_set1",
+      "canrager/amazon_reviews_mcauley_1and5"
+    ],
+    "perform_scr": false,
+    "early_stopping_patience": 20,
+    "train_set_size": 4000,
+    "test_set_size": 1000,
+    "context_length": 128,
+    "probe_train_batch_size": 16,
+    "probe_test_batch_size": 500,
+    "probe_epochs": 20,
+    "probe_lr": 0.001,
+    "probe_l1_penalty": 0.001,
+    "sae_batch_size": 32,
+    "llm_batch_size": 128,
+    "llm_dtype": "float32",
+    "lower_vram_usage": false,
+    "model_name": "gemma-2-2b",
+    "n_values": [
+      2,
+      5,
+      10
+    ],
+    "column1_vals_lookup": {
+      "LabHC/bias_in_bios_class_set1": [
+        [
+          "professor",
+          "nurse"
+        ],
+        [
+          "architect",
+          "journalist"
+        ],
+        [
+          "surgeon",
+          "psychologist"
+        ],
+        [
+          "attorney",
+          "teacher"
+        ]
+      ],
+      "canrager/amazon_reviews_mcauley_1and5": [
+        [
+          "Books",
+          "CDs_and_Vinyl"
+        ],
+        [
+          "Software",
+          "Electronics"
+        ],
+        [
+          "Pet_Supplies",
+          "Office_Products"
+        ],
+        [
+          "Industrial_and_Scientific",
+          "Toys_and_Games"
+        ]
+      ]
+    }
+  },
+  "eval_id": "a6067c91-0d92-432d-9a35-0d2d1e633357",
+  "datetime_epoch_millis": 1775694695931,
+  "eval_result_metrics": {
+    "tpp_metrics": {
+      "tpp_threshold_2_total_metric": 0.018199998140335082,
+      "tpp_threshold_2_intended_diff_only": 0.019700002670288087,
+      "tpp_threshold_2_unintended_diff_only": 0.0015000045299530028,
+      "tpp_threshold_5_total_metric": 0.0544749990105629,
+      "tpp_threshold_5_intended_diff_only": 0.06250000596046448,
+      "tpp_threshold_5_unintended_diff_only": 0.00802500694990158,
+      "tpp_threshold_10_total_metric": 0.09772500693798065,
+      "tpp_threshold_10_intended_diff_only": 0.12700001001358033,
+      "tpp_threshold_10_unintended_diff_only": 0.02927500307559967,
+      "tpp_threshold_20_total_metric": null,
+      "tpp_threshold_20_intended_diff_only": null,
+      "tpp_threshold_20_unintended_diff_only": null,
+      "tpp_threshold_50_total_metric": null,
+      "tpp_threshold_50_intended_diff_only": null,
+      "tpp_threshold_50_unintended_diff_only": null,
+      "tpp_threshold_100_total_metric": null,
+      "tpp_threshold_100_intended_diff_only": null,
+      "tpp_threshold_100_unintended_diff_only": null,
+      "tpp_threshold_500_total_metric": null,
+      "tpp_threshold_500_intended_diff_only": null,
+      "tpp_threshold_500_unintended_diff_only": null
+    }
+  },
+  "eval_result_details": [
+    {
+      "dataset_name": "LabHC/bias_in_bios_class_set1_tpp_results",
+      "tpp_threshold_2_total_metric": 0.027599987387657166,
+      "tpp_threshold_2_intended_diff_only": 0.03059999942779541,
+      "tpp_threshold_2_unintended_diff_only": 0.0030000120401382445,
+      "tpp_threshold_5_total_metric": 0.09565000832080842,
+      "tpp_threshold_5_intended_diff_only": 0.11020002365112305,
+      "tpp_threshold_5_unintended_diff_only": 0.014550015330314636,
+      "tpp_threshold_10_total_metric": 0.17230001091957092,
+      "tpp_threshold_10_intended_diff_only": 0.2288000226020813,
+      "tpp_threshold_10_unintended_diff_only": 0.05650001168251038,
+      "tpp_threshold_20_total_metric": null,
+      "tpp_threshold_20_intended_diff_only": null,
+      "tpp_threshold_20_unintended_diff_only": null,
+      "tpp_threshold_50_total_metric": null,
+      "tpp_threshold_50_intended_diff_only": null,
+      "tpp_threshold_50_unintended_diff_only": null,
+      "tpp_threshold_100_total_metric": null,
+      "tpp_threshold_100_intended_diff_only": null,
+      "tpp_threshold_100_unintended_diff_only": null,
+      "tpp_threshold_500_total_metric": null,
+      "tpp_threshold_500_intended_diff_only": null,
+      "tpp_threshold_500_unintended_diff_only": null
+    },
+    {
+      "dataset_name": "canrager/amazon_reviews_mcauley_1and5_tpp_results",
+      "tpp_threshold_2_total_metric": 0.008800008893013,
+      "tpp_threshold_2_intended_diff_only": 0.008800005912780762,
+      "tpp_threshold_2_unintended_diff_only": -2.9802322387695314e-09,
+      "tpp_threshold_5_total_metric": 0.013299989700317382,
+      "tpp_threshold_5_intended_diff_only": 0.014799988269805909,
+      "tpp_threshold_5_unintended_diff_only": 0.0014999985694885253,
+      "tpp_threshold_10_total_metric": 0.02315000295639038,
+      "tpp_threshold_10_intended_diff_only": 0.025199997425079345,
+      "tpp_threshold_10_unintended_diff_only": 0.0020499944686889647,
+      "tpp_threshold_20_total_metric": null,
+      "tpp_threshold_20_intended_diff_only": null,
+      "tpp_threshold_20_unintended_diff_only": null,
+      "tpp_threshold_50_total_metric": null,
+      "tpp_threshold_50_intended_diff_only": null,
+      "tpp_threshold_50_unintended_diff_only": null,
+      "tpp_threshold_100_total_metric": null,
+      "tpp_threshold_100_intended_diff_only": null,
+      "tpp_threshold_100_unintended_diff_only": null,
+      "tpp_threshold_500_total_metric": null,
+      "tpp_threshold_500_intended_diff_only": null,
+      "tpp_threshold_500_unintended_diff_only": null
+    }
+  ],
+  "sae_bench_commit_hash": "Unknown",
+  "sae_lens_id": "custom_sae",
+  "sae_lens_release_id": "saebench_tpp",
+  "sae_lens_version": "6.39.0",
+  "sae_cfg_dict": {
+    "d_in": 2304,
+    "d_sae": 32768,
+    "dtype": "float32",
+    "device": "cuda",
+    "apply_b_dec_to_input": true,
+    "normalize_activations": "none",
+    "reshape_activations": "none",
+    "metadata": {
+      "sae_lens_version": "6.39.0",
+      "sae_lens_training_version": "6.39.0",
+      "model_name": "gemma-2-2b",
+      "hook_name": "blocks.12.hook_resid_post",
+      "hook_head_index": null,
+      "context_size": 1024,
+      "prepend_bos": true,
+      "seqpos_slice": [
+        null
+      ],
+      "model_from_pretrained_kwargs": {
+        "center_writing_weights": false
+      },
+      "dataset_path": "chanind/pile-uncopyrighted-gemma-1024-abbrv-2B",
+      "model_class_name": "AutoModelForCausalLM",
+      "exclude_special_tokens": true,
+      "sequence_separator_token": "bos",
+      "disable_concat_sequences": false,
+      "hook_layer": 12,
+      "dataset_trust_remote_code": null
+    },
+    "architecture": "jumprelu"
+  },
+  "eval_result_unstructured": {
+    "LabHC/bias_in_bios_class_set1": {
+      "0": {
+        "tpp_threshold_2_total_metric": 0.006749927997589111,
+        "tpp_threshold_2_intended_diff_only": 0.007999956607818604,
+        "tpp_threshold_2_unintended_diff_only": 0.0012500286102294922,
+        "tpp_threshold_5_total_metric": 0.012749984860420227,
+        "tpp_threshold_5_intended_diff_only": 0.013999998569488525,
+        "tpp_threshold_5_unintended_diff_only": 0.0012500137090682983,
+        "tpp_threshold_10_total_metric": 0.008249953389167786,
+        "tpp_threshold_10_intended_diff_only": 0.010999977588653564,
+        "tpp_threshold_10_unintended_diff_only": 0.002750024199485779
+      },
+      "1": {
+        "tpp_threshold_2_total_metric": -0.0005000382661819458,
+        "tpp_threshold_2_intended_diff_only": 0.0009999871253967285,
+        "tpp_threshold_2_unintended_diff_only": 0.0015000253915786743,
+        "tpp_threshold_5_total_metric": 0.1419999748468399,
+        "tpp_threshold_5_intended_diff_only": 0.15799999237060547,
+        "tpp_threshold_5_unintended_diff_only": 0.016000017523765564,
+        "tpp_threshold_10_total_metric": 0.20400001108646393,
+        "tpp_threshold_10_intended_diff_only": 0.2540000081062317,
+        "tpp_threshold_10_unintended_diff_only": 0.04999999701976776
+      },
+      "2": {
+        "tpp_threshold_2_total_metric": 0.1145000159740448,
+        "tpp_threshold_2_intended_diff_only": 0.12800002098083496,
+        "tpp_threshold_2_unintended_diff_only": 0.013500005006790161,
+        "tpp_threshold_5_total_metric": 0.1680000126361847,
+        "tpp_threshold_5_intended_diff_only": 0.18700003623962402,
+        "tpp_threshold_5_unintended_diff_only": 0.01900002360343933,
+        "tpp_threshold_10_total_metric": 0.1912500262260437,
+        "tpp_threshold_10_intended_diff_only": 0.3110000491142273,
+        "tpp_threshold_10_unintended_diff_only": 0.1197500228881836
+      },
+      "6": {
+        "tpp_threshold_2_total_metric": 0.012749999761581421,
+        "tpp_threshold_2_intended_diff_only": 0.009999990463256836,
+        "tpp_threshold_2_unintended_diff_only": -0.002750009298324585,
+        "tpp_threshold_5_total_metric": 0.0047500282526016235,
+        "tpp_threshold_5_intended_diff_only": 0.01100003719329834,
+        "tpp_threshold_5_unintended_diff_only": 0.006250008940696716,
+        "tpp_threshold_10_total_metric": 0.26975002884864807,
+        "tpp_threshold_10_intended_diff_only": 0.33000004291534424,
+        "tpp_threshold_10_unintended_diff_only": 0.06025001406669617
+      },
+      "9": {
+        "tpp_threshold_2_total_metric": 0.004500031471252441,
+        "tpp_threshold_2_intended_diff_only": 0.006000041961669922,
+        "tpp_threshold_2_unintended_diff_only": 0.0015000104904174805,
+        "tpp_threshold_5_total_metric": 0.1507500410079956,
+        "tpp_threshold_5_intended_diff_only": 0.18100005388259888,
+        "tpp_threshold_5_unintended_diff_only": 0.03025001287460327,
+        "tpp_threshold_10_total_metric": 0.18825003504753113,
+        "tpp_threshold_10_intended_diff_only": 0.2380000352859497,
+        "tpp_threshold_10_unintended_diff_only": 0.04975000023841858
+      }
+    },
+    "canrager/amazon_reviews_mcauley_1and5": {
+      "1": {
+        "tpp_threshold_2_total_metric": 0.012250006198883057,
+        "tpp_threshold_2_intended_diff_only": 0.008000016212463379,
+        "tpp_threshold_2_unintended_diff_only": -0.004249989986419678,
+        "tpp_threshold_5_total_metric": 0.0155000239610672,
+        "tpp_threshold_5_intended_diff_only": 0.012000024318695068,
+        "tpp_threshold_5_unintended_diff_only": -0.0034999996423721313,
+        "tpp_threshold_10_total_metric": 0.0045000165700912476,
+        "tpp_threshold_10_intended_diff_only": 0.009000003337860107,
+        "tpp_threshold_10_unintended_diff_only": 0.00449998676776886
+      },
+      "2": {
+        "tpp_threshold_2_total_metric": 0.011000022292137146,
+        "tpp_threshold_2_intended_diff_only": 0.017000019550323486,
+        "tpp_threshold_2_unintended_diff_only": 0.00599999725818634,
+        "tpp_threshold_5_total_metric": 0.015000030398368835,
+        "tpp_threshold_5_intended_diff_only": 0.021000027656555176,
+        "tpp_threshold_5_unintended_diff_only": 0.00599999725818634,
+        "tpp_threshold_10_total_metric": 0.058250054717063904,
+        "tpp_threshold_10_intended_diff_only": 0.061000049114227295,
+        "tpp_threshold_10_unintended_diff_only": 0.002749994397163391
+      },
+      "3": {
+        "tpp_threshold_2_total_metric": 0.011000022292137146,
+        "tpp_threshold_2_intended_diff_only": 0.0040000081062316895,
+        "tpp_threshold_2_unintended_diff_only": -0.0070000141859054565,
+        "tpp_threshold_5_total_metric": 0.01774996519088745,
+        "tpp_threshold_5_intended_diff_only": 0.015999972820281982,
+        "tpp_threshold_5_unintended_diff_only": -0.0017499923706054688,
+        "tpp_threshold_10_total_metric": 0.01675000786781311,
+        "tpp_threshold_10_intended_diff_only": 0.018000006675720215,
+        "tpp_threshold_10_unintended_diff_only": 0.0012499988079071045
+      },
+      "5": {
+        "tpp_threshold_2_total_metric": -0.007499992847442627,
+        "tpp_threshold_2_intended_diff_only": 0.0,
+        "tpp_threshold_2_unintended_diff_only": 0.007499992847442627,
+        "tpp_threshold_5_total_metric": 0.0024999529123306274,
+        "tpp_threshold_5_intended_diff_only": 0.003999948501586914,
+        "tpp_threshold_5_unintended_diff_only": 0.0014999955892562866,
+        "tpp_threshold_10_total_metric": 0.009749963879585266,
+        "tpp_threshold_10_intended_diff_only": 0.011999964714050293,
+        "tpp_threshold_10_unintended_diff_only": 0.002250000834465027
+      },
+      "6": {
+        "tpp_threshold_2_total_metric": 0.01724998652935028,
+        "tpp_threshold_2_intended_diff_only": 0.014999985694885254,
+        "tpp_threshold_2_unintended_diff_only": -0.002250000834465027,
+        "tpp_threshold_5_total_metric": 0.0157499760389328,
+        "tpp_threshold_5_intended_diff_only": 0.0209999680519104,
+        "tpp_threshold_5_unintended_diff_only": 0.0052499920129776,
+        "tpp_threshold_10_total_metric": 0.026499971747398376,
+        "tpp_threshold_10_intended_diff_only": 0.02599996328353882,
+        "tpp_threshold_10_unintended_diff_only": -0.0005000084638595581
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sae_probes/sae_probes_gemma-2-2b/normal_setting/140_news_class_Technology_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sae_probes/sae_probes_gemma-2-2b/normal_setting/140_news_class_Technology_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..2ed89a8f8b8f00fdb70e4dd872af8042c65470fb
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sae_probes/sae_probes_gemma-2-2b/normal_setting/140_news_class_Technology_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6260936846813662,
+        "test_acc": 0.6623728813559322,
+        "test_auc": 0.664635065617956,
+        "val_auc": 0.6952495974235106,
+        "k": 1,
+        "dataset": "140_news_class_Technology",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            29599
+        ]
+    },
+    {
+        "test_f1": 0.7981368050011203,
+        "test_acc": 0.800677966101695,
+        "test_auc": 0.8762286130323991,
+        "val_auc": 0.8713768115942029,
+        "k": 16,
+        "dataset": "140_news_class_Technology",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            29599,
+            7077,
+            1700,
+            2983,
+            4508,
+            9678,
+            21974,
+            4091,
+            18008,
+            15406,
+            10265,
+            12115,
+            21371,
+            20045,
+            23854,
+            18918
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sae_probes/sae_probes_gemma-2-2b/normal_setting/141_news_class_Entertainment_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sae_probes/sae_probes_gemma-2-2b/normal_setting/141_news_class_Entertainment_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..b36e291cd3bb924dc335b4dd8fe5649bdee769fe
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sae_probes/sae_probes_gemma-2-2b/normal_setting/141_news_class_Entertainment_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6603972025946985,
+        "test_acc": 0.6671186440677966,
+        "test_auc": 0.6771151632818906,
+        "val_auc": 0.6853864734299516,
+        "k": 1,
+        "dataset": "141_news_class_Entertainment",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            15660
+        ]
+    },
+    {
+        "test_f1": 0.7850100387233452,
+        "test_acc": 0.7850847457627118,
+        "test_auc": 0.8750905487345241,
+        "val_auc": 0.893317230273752,
+        "k": 16,
+        "dataset": "141_news_class_Entertainment",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            15660,
+            21371,
+            20414,
+            30115,
+            12115,
+            9684,
+            110,
+            21974,
+            4508,
+            152,
+            13821,
+            12827,
+            10963,
+            10981,
+            8482,
+            25097
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sae_probes/sae_probes_gemma-2-2b/normal_setting/142_cancer_cat_Thyroid_Cancer_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sae_probes/sae_probes_gemma-2-2b/normal_setting/142_cancer_cat_Thyroid_Cancer_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..826a4daa53b3aea8cfa5911d22ce78f47230dc60
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sae_probes/sae_probes_gemma-2-2b/normal_setting/142_cancer_cat_Thyroid_Cancer_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.609287137843658,
+        "test_acc": 0.6297376093294461,
+        "test_auc": 0.6299639602883178,
+        "val_auc": 0.5922368947579032,
+        "k": 1,
+        "dataset": "142_cancer_cat_Thyroid_Cancer",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            14420
+        ]
+    },
+    {
+        "test_f1": 0.6907255261541587,
+        "test_acc": 0.6909620991253644,
+        "test_auc": 0.7439480484156126,
+        "val_auc": 0.7837134853941576,
+        "k": 16,
+        "dataset": "142_cancer_cat_Thyroid_Cancer",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            14420,
+            16091,
+            14148,
+            19472,
+            16269,
+            5624,
+            8886,
+            15459,
+            32458,
+            5534,
+            28717,
+            15149,
+            31508,
+            23004,
+            7077,
+            17546
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sae_probes/sae_probes_gemma-2-2b/normal_setting/143_cancer_cat_Lung_Cancer_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sae_probes/sae_probes_gemma-2-2b/normal_setting/143_cancer_cat_Lung_Cancer_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..25411b9ba23399b00d0d6e49b69383cc57677cda
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sae_probes/sae_probes_gemma-2-2b/normal_setting/143_cancer_cat_Lung_Cancer_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6446015219863039,
+        "test_acc": 0.6472303206997084,
+        "test_auc": 0.6916224670202639,
+        "val_auc": 0.7851140456182473,
+        "k": 1,
+        "dataset": "143_cancer_cat_Lung_Cancer",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            18008
+        ]
+    },
+    {
+        "test_f1": 0.8454784226945545,
+        "test_acc": 0.8454810495626822,
+        "test_auc": 0.9379844961240311,
+        "val_auc": 0.9507803121248499,
+        "k": 16,
+        "dataset": "143_cancer_cat_Lung_Cancer",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            18008,
+            19963,
+            25505,
+            16091,
+            14148,
+            19472,
+            5534,
+            14585,
+            27826,
+            20615,
+            14420,
+            28564,
+            24686,
+            15830,
+            32458,
+            17077
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sae_probes/sae_probes_gemma-2-2b/normal_setting/144_cancer_cat_Colon_Cancer_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sae_probes/sae_probes_gemma-2-2b/normal_setting/144_cancer_cat_Colon_Cancer_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..d55c8f24d1d8f9ed779bc9f0e54214296fe2038a
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sae_probes/sae_probes_gemma-2-2b/normal_setting/144_cancer_cat_Colon_Cancer_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6883348744093042,
+        "test_acc": 0.6909620991253644,
+        "test_auc": 0.7509519923840609,
+        "val_auc": 0.7244897959183674,
+        "k": 1,
+        "dataset": "144_cancer_cat_Colon_Cancer",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            18008
+        ]
+    },
+    {
+        "test_f1": 0.7988235595872198,
+        "test_acc": 0.7988338192419825,
+        "test_auc": 0.8849789201686387,
+        "val_auc": 0.9047619047619048,
+        "k": 16,
+        "dataset": "144_cancer_cat_Colon_Cancer",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            18008,
+            8886,
+            19963,
+            4544,
+            25505,
+            20875,
+            5787,
+            14148,
+            26151,
+            19472,
+            2768,
+            29978,
+            17077,
+            1257,
+            31748,
+            27826
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sae_probes/sae_probes_gemma-2-2b/normal_setting/145_disease_class_digestive system diseases_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sae_probes/sae_probes_gemma-2-2b/normal_setting/145_disease_class_digestive system diseases_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..e724120280d73b0ad3c74be8ed9b36198b5e04a4
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sae_probes/sae_probes_gemma-2-2b/normal_setting/145_disease_class_digestive system diseases_blocks.12.hook_resid_post_l1.json	
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.3277368277368277,
+        "test_acc": 0.494949494949495,
+        "test_auc": 0.5,
+        "val_auc": 0.5,
+        "k": 1,
+        "dataset": "145_disease_class_digestive system diseases",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            10081
+        ]
+    },
+    {
+        "test_f1": 0.5554648526077097,
+        "test_acc": 0.5555555555555556,
+        "test_auc": 0.5506122448979591,
+        "val_auc": 0.5943434343434343,
+        "k": 16,
+        "dataset": "145_disease_class_digestive system diseases",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            10081,
+            13542,
+            26936,
+            2345,
+            2983,
+            10550,
+            24065,
+            29328,
+            24615,
+            22523,
+            24660,
+            8897,
+            31870,
+            4165,
+            25868,
+            29741
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sae_probes/sae_probes_gemma-2-2b/normal_setting/146_disease_class_cardiovascular diseases_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sae_probes/sae_probes_gemma-2-2b/normal_setting/146_disease_class_cardiovascular diseases_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..49bbcddbc7daa81afb6399b0387985232578bd7b
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sae_probes/sae_probes_gemma-2-2b/normal_setting/146_disease_class_cardiovascular diseases_blocks.12.hook_resid_post_l1.json	
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.4867696902580623,
+        "test_acc": 0.494949494949495,
+        "test_auc": 0.4969387755102041,
+        "val_auc": 0.5826262626262626,
+        "k": 1,
+        "dataset": "146_disease_class_cardiovascular diseases",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            2983
+        ]
+    },
+    {
+        "test_f1": 0.494846423417852,
+        "test_acc": 0.494949494949495,
+        "test_auc": 0.5281632653061225,
+        "val_auc": 0.6303030303030304,
+        "k": 16,
+        "dataset": "146_disease_class_cardiovascular diseases",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            2983,
+            26936,
+            13821,
+            6496,
+            549,
+            1991,
+            31941,
+            1540,
+            32272,
+            23055,
+            10550,
+            12349,
+            2801,
+            27962,
+            5354,
+            25868
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sae_probes/sae_probes_gemma-2-2b/normal_setting/147_disease_class_nervous system diseases_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sae_probes/sae_probes_gemma-2-2b/normal_setting/147_disease_class_nervous system diseases_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..b77e027ada317d9a38f7eeafdbe405a1ea79ea3e
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sae_probes/sae_probes_gemma-2-2b/normal_setting/147_disease_class_nervous system diseases_blocks.12.hook_resid_post_l1.json	
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5858585858585859,
+        "test_acc": 0.5858585858585859,
+        "test_auc": 0.5946938775510204,
+        "val_auc": 0.6066666666666667,
+        "k": 1,
+        "dataset": "147_disease_class_nervous system diseases",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            25868
+        ]
+    },
+    {
+        "test_f1": 0.5554648526077097,
+        "test_acc": 0.5555555555555556,
+        "test_auc": 0.6110204081632653,
+        "val_auc": 0.6145454545454546,
+        "k": 16,
+        "dataset": "147_disease_class_nervous system diseases",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            25868,
+            3079,
+            25869,
+            6496,
+            25135,
+            32272,
+            20206,
+            9678,
+            22052,
+            12408,
+            22739,
+            30042,
+            22523,
+            938,
+            16647,
+            2801
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sae_probes/sae_probes_gemma-2-2b/normal_setting/148_twt_emotion_worry_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sae_probes/sae_probes_gemma-2-2b/normal_setting/148_twt_emotion_worry_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..9606697b871a0caa8c854424399b68b662bce5e6
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sae_probes/sae_probes_gemma-2-2b/normal_setting/148_twt_emotion_worry_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.505564510544844,
+        "test_acc": 0.5105084745762711,
+        "test_auc": 0.5099281861203958,
+        "val_auc": 0.5780998389694042,
+        "k": 1,
+        "dataset": "148_twt_emotion_worry",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            14819
+        ]
+    },
+    {
+        "test_f1": 0.5626571875345426,
+        "test_acc": 0.5627118644067797,
+        "test_auc": 0.5822164123947888,
+        "val_auc": 0.6594202898550725,
+        "k": 16,
+        "dataset": "148_twt_emotion_worry",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            14819,
+            26992,
+            22987,
+            722,
+            1453,
+            14253,
+            12382,
+            1257,
+            15149,
+            13821,
+            19191,
+            31354,
+            2983,
+            20615,
+            18808,
+            7844
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sae_probes/sae_probes_gemma-2-2b/normal_setting/149_twt_emotion_happiness_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sae_probes/sae_probes_gemma-2-2b/normal_setting/149_twt_emotion_happiness_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..21027acb7e6d0a5a7b35d4e9d8ba412abf8ab278
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sae_probes/sae_probes_gemma-2-2b/normal_setting/149_twt_emotion_happiness_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5754891965077141,
+        "test_acc": 0.5769491525423729,
+        "test_auc": 0.6150796277297915,
+        "val_auc": 0.6113123993558776,
+        "k": 1,
+        "dataset": "149_twt_emotion_happiness",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            31354
+        ]
+    },
+    {
+        "test_f1": 0.6758812527068602,
+        "test_acc": 0.6759322033898305,
+        "test_auc": 0.7193301783764107,
+        "val_auc": 0.7568438003220611,
+        "k": 16,
+        "dataset": "149_twt_emotion_happiness",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            31354,
+            14585,
+            13821,
+            3441,
+            10489,
+            9101,
+            29035,
+            19191,
+            24310,
+            15340,
+            7844,
+            6807,
+            32668,
+            25387,
+            15897,
+            12610
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sae_probes/sae_probes_gemma-2-2b/normal_setting/150_twt_emotion_sadness_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sae_probes/sae_probes_gemma-2-2b/normal_setting/150_twt_emotion_sadness_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..f6b8dc078ea53d90bb340530ff378afc9a5ca17a
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sae_probes/sae_probes_gemma-2-2b/normal_setting/150_twt_emotion_sadness_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5395065413939044,
+        "test_acc": 0.5816949152542373,
+        "test_auc": 0.5844429000599368,
+        "val_auc": 0.6179549114331725,
+        "k": 1,
+        "dataset": "150_twt_emotion_sadness",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            29035
+        ]
+    },
+    {
+        "test_f1": 0.6017032760713443,
+        "test_acc": 0.6020338983050847,
+        "test_auc": 0.6377848378212412,
+        "val_auc": 0.6996779388083736,
+        "k": 16,
+        "dataset": "150_twt_emotion_sadness",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            29035,
+            25387,
+            9101,
+            14819,
+            21796,
+            1539,
+            21802,
+            10550,
+            14253,
+            31354,
+            31325,
+            15149,
+            1257,
+            25660,
+            25601,
+            6807
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sae_weights.safetensors b/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sae_weights.safetensors
new file mode 100644
index 0000000000000000000000000000000000000000..2e1cd9a29d9b8507ac481516f482c946d87919c9
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sae_weights.safetensors
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ad160bda747ff5f6b72717898ef5cda8b90bcdf15c049c54f853c37bd5b09c53
+size 604251536
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sparsity.safetensors b/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sparsity.safetensors
new file mode 100644
index 0000000000000000000000000000000000000000..e056601f25271c1e9269b621053e20c2a7619fac
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.7/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.8/sparsity.safetensors
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:020e8cc1d92ed284791f34e5ad722ceb19c7947b0d45e852af1b7804ae39ef9e
+size 131152
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/130_temp_cat_Frequency_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/130_temp_cat_Frequency_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..37b5818e82c2ba4b97b3d780c609721b5e38abab
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/130_temp_cat_Frequency_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9595464448405625,
+        "test_acc": 0.9595959595959596,
+        "test_auc": 0.96,
+        "val_auc": 0.9526972624798712,
+        "k": 1,
+        "dataset": "130_temp_cat_Frequency",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            29209
+        ]
+    },
+    {
+        "test_f1": 1.0,
+        "test_acc": 1.0,
+        "test_auc": 1.0,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "130_temp_cat_Frequency",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            29209,
+            5439,
+            17436,
+            183,
+            29728,
+            23671,
+            26794,
+            6849,
+            8131,
+            3476,
+            8077,
+            22189,
+            2015,
+            3570,
+            27560,
+            18940
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/131_temp_cat_Typical Time_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/131_temp_cat_Typical Time_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..3f41f3830097c19231352c89730b462130aa2fb0
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/131_temp_cat_Typical Time_blocks.12.hook_resid_post_l1.json	
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8280722400293172,
+        "test_acc": 0.8282828282828283,
+        "test_auc": 0.8971428571428571,
+        "val_auc": 0.8663446054750402,
+        "k": 1,
+        "dataset": "131_temp_cat_Typical Time",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            20044
+        ]
+    },
+    {
+        "test_f1": 0.9494846391855681,
+        "test_acc": 0.9494949494949495,
+        "test_auc": 0.9910204081632653,
+        "val_auc": 0.9794685990338166,
+        "k": 16,
+        "dataset": "131_temp_cat_Typical Time",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            20044,
+            10475,
+            26579,
+            5161,
+            28775,
+            2337,
+            4785,
+            6477,
+            5427,
+            27451,
+            25160,
+            15813,
+            13983,
+            10862,
+            23708,
+            27149
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/132_temp_cat_Event Ordering_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/132_temp_cat_Event Ordering_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..2a5dae1bb4600353f4eb7f51ae96b23c4cefa505
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/132_temp_cat_Event Ordering_blocks.12.hook_resid_post_l1.json	
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.939207955165402,
+        "test_acc": 0.9393939393939394,
+        "test_auc": 0.94,
+        "val_auc": 0.9259259259259259,
+        "k": 1,
+        "dataset": "132_temp_cat_Event Ordering",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            17644
+        ]
+    },
+    {
+        "test_f1": 0.9797979797979798,
+        "test_acc": 0.9797979797979798,
+        "test_auc": 0.9995918367346939,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "132_temp_cat_Event Ordering",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            17644,
+            20044,
+            7851,
+            16636,
+            8131,
+            13757,
+            5506,
+            28455,
+            15813,
+            15196,
+            13856,
+            756,
+            23671,
+            10014,
+            26974,
+            17196
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/133_context_type_Causality_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/133_context_type_Causality_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..70ce971013109f164b43a6675045953d2dcef4ed
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/133_context_type_Causality_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9377408871321915,
+        "test_acc": 0.9377777777777778,
+        "test_auc": 0.9394753476611883,
+        "val_auc": 0.9285714285714285,
+        "k": 1,
+        "dataset": "133_context_type_Causality",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            7135
+        ]
+    },
+    {
+        "test_f1": 0.96,
+        "test_acc": 0.96,
+        "test_auc": 0.9689475347661188,
+        "val_auc": 0.9793019480519481,
+        "k": 16,
+        "dataset": "133_context_type_Causality",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            7135,
+            4420,
+            27619,
+            22331,
+            9659,
+            3521,
+            2022,
+            15196,
+            15813,
+            10334,
+            12224,
+            10131,
+            12883,
+            13087,
+            532,
+            21294
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/134_context_type_Belief_states_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/134_context_type_Belief_states_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..d0961b7b59a403f7b630abd5398698d171287ede
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/134_context_type_Belief_states_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6791636306035167,
+        "test_acc": 0.68,
+        "test_auc": 0.7499999999999999,
+        "val_auc": 0.5663555194805195,
+        "k": 1,
+        "dataset": "134_context_type_Belief_states",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            2855
+        ]
+    },
+    {
+        "test_f1": 0.7687518664909968,
+        "test_acc": 0.7688888888888888,
+        "test_auc": 0.8812420986093552,
+        "val_auc": 0.833198051948052,
+        "k": 16,
+        "dataset": "134_context_type_Belief_states",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            2855,
+            17436,
+            12224,
+            2389,
+            8975,
+            21294,
+            16636,
+            3984,
+            31041,
+            8131,
+            1147,
+            3476,
+            27686,
+            27451,
+            3387,
+            23708
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/135_context_type_Event_duration_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/135_context_type_Event_duration_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..c3552361cb2df4ab41dc68cef491bf1676ee3416
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/135_context_type_Event_duration_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9466350461133068,
+        "test_acc": 0.9466666666666667,
+        "test_auc": 0.9591103034134009,
+        "val_auc": 0.9622564935064934,
+        "k": 1,
+        "dataset": "135_context_type_Event_duration",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            28455
+        ]
+    },
+    {
+        "test_f1": 0.9688765941938302,
+        "test_acc": 0.9688888888888889,
+        "test_auc": 0.9926517067003794,
+        "val_auc": 0.9943181818181819,
+        "k": 16,
+        "dataset": "135_context_type_Event_duration",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            28455,
+            13757,
+            16967,
+            10314,
+            12600,
+            3570,
+            20355,
+            24139,
+            488,
+            23708,
+            13566,
+            20044,
+            7207,
+            2015,
+            17254,
+            24619
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/136_glue_mnli_entailment_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/136_glue_mnli_entailment_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..e4b97340530f9e9acfa0a3a99583d4c36ff341b5
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/136_glue_mnli_entailment_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7153048117568781,
+        "test_acc": 0.7160814911140009,
+        "test_auc": 0.7745065618888861,
+        "val_auc": 0.8303999999999998,
+        "k": 1,
+        "dataset": "136_glue_mnli_entailment",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            30841
+        ]
+    },
+    {
+        "test_f1": 0.7829194139855529,
+        "test_acc": 0.7837017771998266,
+        "test_auc": 0.8593489067025812,
+        "val_auc": 0.9184,
+        "k": 16,
+        "dataset": "136_glue_mnli_entailment",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            30841,
+            10834,
+            25301,
+            11940,
+            26875,
+            16332,
+            4683,
+            15296,
+            7067,
+            14706,
+            23309,
+            18491,
+            96,
+            15670,
+            28532,
+            13983
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/137_glue_mnli_neutral_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/137_glue_mnli_neutral_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..8e82258cd42caa653e76c365891e029e4cb40cc2
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/137_glue_mnli_neutral_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6227949696590077,
+        "test_acc": 0.6246207195491981,
+        "test_auc": 0.6547323612127808,
+        "val_auc": 0.7196,
+        "k": 1,
+        "dataset": "137_glue_mnli_neutral",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            30841
+        ]
+    },
+    {
+        "test_f1": 0.6984368700753708,
+        "test_acc": 0.6987429562201994,
+        "test_auc": 0.7701843281260099,
+        "val_auc": 0.792,
+        "k": 16,
+        "dataset": "137_glue_mnli_neutral",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            30841,
+            4683,
+            29946,
+            18491,
+            13983,
+            10736,
+            10834,
+            26127,
+            14706,
+            11940,
+            29625,
+            23558,
+            15670,
+            26433,
+            24279,
+            25301
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/138_glue_mnli_contradiction_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/138_glue_mnli_contradiction_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..6a81d70a150c067b252ece519d52a22bde85c50e
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/138_glue_mnli_contradiction_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6739862235598577,
+        "test_acc": 0.6892067620286085,
+        "test_auc": 0.6980741972189195,
+        "val_auc": 0.6736000000000001,
+        "k": 1,
+        "dataset": "138_glue_mnli_contradiction",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            18491
+        ]
+    },
+    {
+        "test_f1": 0.7642684991156962,
+        "test_acc": 0.765496315561335,
+        "test_auc": 0.8472134331207415,
+        "val_auc": 0.8462000000000001,
+        "k": 16,
+        "dataset": "138_glue_mnli_contradiction",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            18491,
+            24279,
+            29625,
+            10736,
+            30841,
+            27550,
+            29946,
+            10834,
+            25301,
+            18417,
+            26433,
+            26875,
+            6245,
+            9431,
+            21239,
+            11940
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/139_news_class_Politics_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/139_news_class_Politics_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..2f743bdb12b601ec68a3274368112a46cd1daa03
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/139_news_class_Politics_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.668635901044088,
+        "test_acc": 0.6745762711864407,
+        "test_auc": 0.7012535254253491,
+        "val_auc": 0.7556360708534622,
+        "k": 1,
+        "dataset": "139_news_class_Politics",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            30132
+        ]
+    },
+    {
+        "test_f1": 0.821645728752762,
+        "test_acc": 0.8216949152542373,
+        "test_auc": 0.8929364632859355,
+        "val_auc": 0.9206924315619968,
+        "k": 16,
+        "dataset": "139_news_class_Politics",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            30132,
+            2484,
+            22275,
+            16117,
+            9791,
+            5296,
+            30053,
+            16406,
+            30788,
+            14914,
+            1568,
+            28349,
+            23614,
+            29241,
+            10565,
+            1234
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/140_news_class_Technology_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/140_news_class_Technology_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..ddc8903a2521d5a3d0203f784fc108e32dc83250
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/140_news_class_Technology_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6609451071835133,
+        "test_acc": 0.6874576271186441,
+        "test_auc": 0.6904272061716547,
+        "val_auc": 0.6737117552334944,
+        "k": 1,
+        "dataset": "140_news_class_Technology",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            17235
+        ]
+    },
+    {
+        "test_f1": 0.784541145829236,
+        "test_acc": 0.7864406779661017,
+        "test_auc": 0.8733880486701746,
+        "val_auc": 0.856682769726248,
+        "k": 16,
+        "dataset": "140_news_class_Technology",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            17235,
+            11816,
+            17073,
+            26925,
+            2269,
+            31204,
+            12754,
+            27209,
+            28349,
+            4864,
+            24994,
+            29241,
+            17904,
+            30490,
+            3812,
+            9499
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/141_news_class_Entertainment_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/141_news_class_Entertainment_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..7827d469df9289158c7b79cdc997254fdd4b2dcb
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/141_news_class_Entertainment_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5776253066501836,
+        "test_acc": 0.5938983050847457,
+        "test_auc": 0.6027622420050525,
+        "val_auc": 0.6662640901771335,
+        "k": 1,
+        "dataset": "141_news_class_Entertainment",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            2484
+        ]
+    },
+    {
+        "test_f1": 0.7803232313561939,
+        "test_acc": 0.7803389830508475,
+        "test_auc": 0.8745592069217843,
+        "val_auc": 0.9134460547504025,
+        "k": 16,
+        "dataset": "141_news_class_Entertainment",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            2484,
+            16406,
+            9421,
+            30490,
+            30132,
+            20669,
+            23614,
+            5730,
+            32292,
+            28349,
+            25999,
+            29241,
+            16328,
+            2269,
+            5320,
+            27209
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/142_cancer_cat_Thyroid_Cancer_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/142_cancer_cat_Thyroid_Cancer_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..cd49ed4c9679029fd8d81f667940c39025e93786
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/142_cancer_cat_Thyroid_Cancer_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6126454616871968,
+        "test_acc": 0.6239067055393586,
+        "test_auc": 0.6308309533523732,
+        "val_auc": 0.6080432172869148,
+        "k": 1,
+        "dataset": "142_cancer_cat_Thyroid_Cancer",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            3242
+        ]
+    },
+    {
+        "test_f1": 0.670548335178956,
+        "test_acc": 0.6705539358600583,
+        "test_auc": 0.7170542635658915,
+        "val_auc": 0.6782713085234093,
+        "k": 16,
+        "dataset": "142_cancer_cat_Thyroid_Cancer",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            3242,
+            29069,
+            12013,
+            26409,
+            21063,
+            14420,
+            10674,
+            20280,
+            26978,
+            28329,
+            12098,
+            14958,
+            23278,
+            10057,
+            2536,
+            4584
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/143_cancer_cat_Lung_Cancer_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/143_cancer_cat_Lung_Cancer_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..8b11e6ce2578fcd8bae8491fc804f360e9a6ac8b
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/143_cancer_cat_Lung_Cancer_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6542267515590477,
+        "test_acc": 0.685131195335277,
+        "test_auc": 0.6853155174758602,
+        "val_auc": 0.6398559423769508,
+        "k": 1,
+        "dataset": "143_cancer_cat_Lung_Cancer",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21063
+        ]
+    },
+    {
+        "test_f1": 0.8743086005520285,
+        "test_acc": 0.8746355685131195,
+        "test_auc": 0.9495104039167687,
+        "val_auc": 0.9215686274509803,
+        "k": 16,
+        "dataset": "143_cancer_cat_Lung_Cancer",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21063,
+            3766,
+            14014,
+            4683,
+            3716,
+            10674,
+            10565,
+            20280,
+            23278,
+            29069,
+            3242,
+            18888,
+            6418,
+            17708,
+            26409,
+            19865
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/144_cancer_cat_Colon_Cancer_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/144_cancer_cat_Colon_Cancer_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..3e542b5c04b6d16996b8427b6f3f2ccb32845d35
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/144_cancer_cat_Colon_Cancer_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6098812195685728,
+        "test_acc": 0.6268221574344023,
+        "test_auc": 0.6347069223446212,
+        "val_auc": 0.6648659463785515,
+        "k": 1,
+        "dataset": "144_cancer_cat_Colon_Cancer",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            3766
+        ]
+    },
+    {
+        "test_f1": 0.7778479314600512,
+        "test_acc": 0.7784256559766763,
+        "test_auc": 0.8396912824697403,
+        "val_auc": 0.8611444577831132,
+        "k": 16,
+        "dataset": "144_cancer_cat_Colon_Cancer",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            3766,
+            4683,
+            21063,
+            3716,
+            10080,
+            23761,
+            27907,
+            14014,
+            27922,
+            6418,
+            16270,
+            32351,
+            10565,
+            17286,
+            28646,
+            18623
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/145_disease_class_digestive system diseases_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/145_disease_class_digestive system diseases_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..31636f32c49c95b9bc5ef64b315510acbc14cb90
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/145_disease_class_digestive system diseases_blocks.12.hook_resid_post_l1.json	
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.4217791170046764,
+        "test_acc": 0.5050505050505051,
+        "test_auc": 0.4995918367346938,
+        "val_auc": 0.5258585858585858,
+        "k": 1,
+        "dataset": "145_disease_class_digestive system diseases",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            2810
+        ]
+    },
+    {
+        "test_f1": 0.5757575757575758,
+        "test_acc": 0.5757575757575758,
+        "test_auc": 0.5836734693877551,
+        "val_auc": 0.6056565656565656,
+        "k": 16,
+        "dataset": "145_disease_class_digestive system diseases",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            2810,
+            26595,
+            26756,
+            2698,
+            11940,
+            19068,
+            7796,
+            6543,
+            23309,
+            25603,
+            18940,
+            222,
+            16605,
+            26875,
+            20568,
+            17913
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/146_disease_class_cardiovascular diseases_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/146_disease_class_cardiovascular diseases_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..5a413b7b4548d1ce979273d0f1a11ef65fe06be4
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/146_disease_class_cardiovascular diseases_blocks.12.hook_resid_post_l1.json	
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5536414182845684,
+        "test_acc": 0.5555555555555556,
+        "test_auc": 0.5604081632653062,
+        "val_auc": 0.5664646464646464,
+        "k": 1,
+        "dataset": "146_disease_class_cardiovascular diseases",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            22438
+        ]
+    },
+    {
+        "test_f1": 0.572615039281706,
+        "test_acc": 0.5757575757575758,
+        "test_auc": 0.576734693877551,
+        "val_auc": 0.5866666666666667,
+        "k": 16,
+        "dataset": "146_disease_class_cardiovascular diseases",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            22438,
+            12098,
+            11537,
+            15670,
+            11940,
+            1197,
+            2389,
+            25883,
+            26595,
+            14685,
+            13561,
+            20467,
+            31970,
+            4173,
+            4532,
+            16605
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/147_disease_class_nervous system diseases_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/147_disease_class_nervous system diseases_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..5bfbbb8a6a3a805e4964b8572b39919262a0fde4
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/147_disease_class_nervous system diseases_blocks.12.hook_resid_post_l1.json	
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5655678969958852,
+        "test_acc": 0.5656565656565656,
+        "test_auc": 0.5914285714285713,
+        "val_auc": 0.6171717171717171,
+        "k": 1,
+        "dataset": "147_disease_class_nervous system diseases",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            31970
+        ]
+    },
+    {
+        "test_f1": 0.5420934205980934,
+        "test_acc": 0.5454545454545454,
+        "test_auc": 0.5583673469387754,
+        "val_auc": 0.64,
+        "k": 16,
+        "dataset": "147_disease_class_nervous system diseases",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            31970,
+            14911,
+            14685,
+            13983,
+            4864,
+            10931,
+            30557,
+            26595,
+            13394,
+            7371,
+            15907,
+            26127,
+            27560,
+            26069,
+            28820,
+            29614
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/148_twt_emotion_worry_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/148_twt_emotion_worry_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..c4fb22da7e223465b8286420f6b7b711333fcf1e
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/148_twt_emotion_worry_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5124914859761994,
+        "test_acc": 0.5342372881355932,
+        "test_auc": 0.5352781546811397,
+        "val_auc": 0.5795088566827697,
+        "k": 1,
+        "dataset": "148_twt_emotion_worry",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            16328
+        ]
+    },
+    {
+        "test_f1": 0.5814097834572097,
+        "test_acc": 0.5816949152542373,
+        "test_auc": 0.623912955547466,
+        "val_auc": 0.6320450885668277,
+        "k": 16,
+        "dataset": "148_twt_emotion_worry",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            16328,
+            19013,
+            989,
+            10314,
+            32002,
+            7053,
+            1907,
+            983,
+            13870,
+            32590,
+            6328,
+            736,
+            15875,
+            20506,
+            10565,
+            8662
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/149_twt_emotion_happiness_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/149_twt_emotion_happiness_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..bec47c9ab5d8dcf00a2f86326863573a452f7a6f
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/149_twt_emotion_happiness_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5764400926969891,
+        "test_acc": 0.583728813559322,
+        "test_auc": 0.5855441932981066,
+        "val_auc": 0.645330112721417,
+        "k": 1,
+        "dataset": "149_twt_emotion_happiness",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            16328
+        ]
+    },
+    {
+        "test_f1": 0.6745304945059569,
+        "test_acc": 0.6745762711864407,
+        "test_auc": 0.7319068000720713,
+        "val_auc": 0.7689210950080516,
+        "k": 16,
+        "dataset": "149_twt_emotion_happiness",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            16328,
+            19013,
+            9471,
+            8562,
+            989,
+            23309,
+            19923,
+            10314,
+            5874,
+            1907,
+            6418,
+            23827,
+            28798,
+            18123,
+            8009,
+            10334
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/150_twt_emotion_sadness_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/150_twt_emotion_sadness_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..19b5de29aa7a4728e6f35f5c977a12a2464d0d5b
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/150_twt_emotion_sadness_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5047610150278081,
+        "test_acc": 0.5308474576271186,
+        "test_auc": 0.5341612337425952,
+        "val_auc": 0.5722624798711755,
+        "k": 1,
+        "dataset": "150_twt_emotion_sadness",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            17698
+        ]
+    },
+    {
+        "test_f1": 0.5928329476054721,
+        "test_acc": 0.5932203389830508,
+        "test_auc": 0.6301750670152563,
+        "val_auc": 0.7202093397745573,
+        "k": 16,
+        "dataset": "150_twt_emotion_sadness",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            17698,
+            19013,
+            8009,
+            25990,
+            32351,
+            24222,
+            11797,
+            27683,
+            9034,
+            32002,
+            27529,
+            4785,
+            3249,
+            10727,
+            1907,
+            23827
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/151_it_tick_HR Support_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/151_it_tick_HR Support_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..e7d67767131e576cc5b2b93d349062d79f990bdb
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/151_it_tick_HR Support_blocks.12.hook_resid_post_l1.json	
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5994130563975995,
+        "test_acc": 0.6253101736972705,
+        "test_auc": 0.6312373774690901,
+        "val_auc": 0.624249699879952,
+        "k": 1,
+        "dataset": "151_it_tick_HR Support",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            12798
+        ]
+    },
+    {
+        "test_f1": 0.6128746225965359,
+        "test_acc": 0.6129032258064516,
+        "test_auc": 0.6792522535835673,
+        "val_auc": 0.716686674669868,
+        "k": 16,
+        "dataset": "151_it_tick_HR Support",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            12798,
+            18623,
+            28334,
+            1023,
+            6534,
+            28320,
+            21577,
+            24566,
+            27907,
+            28497,
+            11053,
+            29933,
+            21288,
+            12564,
+            24708,
+            4
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/152_it_tick_Hardware_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/152_it_tick_Hardware_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..ccf992df218e0b6d18b2115fa2976ba649fc390c
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/152_it_tick_Hardware_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5927762769077135,
+        "test_acc": 0.5930521091811415,
+        "test_auc": 0.5894906654844588,
+        "val_auc": 0.5370148059223689,
+        "k": 1,
+        "dataset": "152_it_tick_Hardware",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            30017
+        ]
+    },
+    {
+        "test_f1": 0.6054590570719603,
+        "test_acc": 0.6054590570719603,
+        "test_auc": 0.6548938475937146,
+        "val_auc": 0.6490596238495399,
+        "k": 16,
+        "dataset": "152_it_tick_Hardware",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            30017,
+            15519,
+            1473,
+            9833,
+            6534,
+            26825,
+            28334,
+            22379,
+            21860,
+            1023,
+            28497,
+            17583,
+            14226,
+            3697,
+            12098,
+            10314
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/153_it_tick_Administrative rights_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/153_it_tick_Administrative rights_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..5aabf0a209b68954fa8685f213e1fb5ca76ce7a6
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/153_it_tick_Administrative rights_blocks.12.hook_resid_post_l1.json	
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5903436919259188,
+        "test_acc": 0.5905707196029777,
+        "test_auc": 0.5797497660213784,
+        "val_auc": 0.6212484993997599,
+        "k": 1,
+        "dataset": "153_it_tick_Administrative rights",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            26825
+        ]
+    },
+    {
+        "test_f1": 0.6550443698151678,
+        "test_acc": 0.6550868486352357,
+        "test_auc": 0.7372050637899612,
+        "val_auc": 0.6750700280112045,
+        "k": 16,
+        "dataset": "153_it_tick_Administrative rights",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            26825,
+            28334,
+            9919,
+            1023,
+            28908,
+            1348,
+            22872,
+            9833,
+            31657,
+            14226,
+            22379,
+            22512,
+            24333,
+            6534,
+            19013,
+            7145
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/154_athlete_sport_football_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/154_athlete_sport_football_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..c2562753da04840422afc96e84bea9c63fd4e0c6
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/154_athlete_sport_football_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8349033190192057,
+        "test_acc": 0.8366800535475234,
+        "test_auc": 0.8500451606428582,
+        "val_auc": 0.8456565656565657,
+        "k": 1,
+        "dataset": "154_athlete_sport_football",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21803
+        ]
+    },
+    {
+        "test_f1": 0.8506961499073833,
+        "test_acc": 0.8527443105756358,
+        "test_auc": 0.9408467262118106,
+        "val_auc": 0.9644444444444444,
+        "k": 16,
+        "dataset": "154_athlete_sport_football",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21803,
+            20351,
+            32029,
+            5107,
+            25977,
+            832,
+            14545,
+            30560,
+            24411,
+            12745,
+            24103,
+            2269,
+            21298,
+            4481,
+            10546,
+            19833
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/155_athlete_sport_basketball_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/155_athlete_sport_basketball_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..ffdf0a0f6ba5221deb46b813ab1d6050388e3cf6
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/155_athlete_sport_basketball_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8715471999369407,
+        "test_acc": 0.8728246318607764,
+        "test_auc": 0.8857579102808563,
+        "val_auc": 0.8777777777777778,
+        "k": 1,
+        "dataset": "155_athlete_sport_basketball",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            20351
+        ]
+    },
+    {
+        "test_f1": 0.8927142365712605,
+        "test_acc": 0.892904953145917,
+        "test_auc": 0.9646026580264082,
+        "val_auc": 0.955959595959596,
+        "k": 16,
+        "dataset": "155_athlete_sport_basketball",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            20351,
+            32029,
+            21803,
+            5107,
+            27759,
+            29695,
+            16326,
+            1625,
+            27542,
+            24123,
+            25977,
+            13440,
+            28798,
+            1716,
+            27094,
+            18772
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/156_athlete_sport_baseball_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/156_athlete_sport_baseball_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..5f1df8727d61b5e33d3e61343633cb1ff2952110
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/156_athlete_sport_baseball_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8537656738217022,
+        "test_acc": 0.8554216867469879,
+        "test_auc": 0.8798296798612206,
+        "val_auc": 0.8460606060606061,
+        "k": 1,
+        "dataset": "156_athlete_sport_baseball",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            32029
+        ]
+    },
+    {
+        "test_f1": 0.88746549559118,
+        "test_acc": 0.8875502008032129,
+        "test_auc": 0.972079253344038,
+        "val_auc": 0.9450505050505051,
+        "k": 16,
+        "dataset": "156_athlete_sport_baseball",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            32029,
+            24123,
+            20351,
+            21803,
+            28019,
+            29695,
+            29582,
+            4481,
+            832,
+            5476,
+            9454,
+            9350,
+            28798,
+            27759,
+            30560,
+            24195
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/157_amazon_5star_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/157_amazon_5star_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..d48c428a0556664f5221ab7baf8163fc49dbebac
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/157_amazon_5star_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8373477111699107,
+        "test_acc": 0.838974358974359,
+        "test_auc": 0.8543398862221026,
+        "val_auc": 0.7888616891064871,
+        "k": 1,
+        "dataset": "157_amazon_5star",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            2074
+        ]
+    },
+    {
+        "test_f1": 0.8472146836402056,
+        "test_acc": 0.8482051282051282,
+        "test_auc": 0.9106081899888916,
+        "val_auc": 0.8633210934312525,
+        "k": 16,
+        "dataset": "157_amazon_5star",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            2074,
+            23309,
+            28868,
+            23827,
+            8562,
+            9535,
+            19013,
+            13926,
+            25139,
+            31297,
+            5888,
+            9924,
+            13043,
+            9392,
+            17454,
+            6418
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/158_code_C_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/158_code_C_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..d4befa295e75248d36e9bc5b44880869cef3798b
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/158_code_C_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7920804804200522,
+        "test_acc": 0.7966386554621848,
+        "test_auc": 0.8139170752254303,
+        "val_auc": 0.8346045764753112,
+        "k": 1,
+        "dataset": "158_code_C",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            7024
+        ]
+    },
+    {
+        "test_f1": 0.8766219124870209,
+        "test_acc": 0.8779831932773109,
+        "test_auc": 0.9631903919994794,
+        "val_auc": 0.9887595343235648,
+        "k": 16,
+        "dataset": "158_code_C",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            7024,
+            31422,
+            11858,
+            26181,
+            18306,
+            18239,
+            15458,
+            24923,
+            13124,
+            19933,
+            1027,
+            26729,
+            2630,
+            1707,
+            29517,
+            13979
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/159_code_Python_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/159_code_Python_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..65f73bbbd1d5434277f645d54eee95e86911f7cb
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/159_code_Python_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7599120314834203,
+        "test_acc": 0.7657142857142857,
+        "test_auc": 0.7825292318372128,
+        "val_auc": 0.8097149739060618,
+        "k": 1,
+        "dataset": "159_code_Python",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            6325
+        ]
+    },
+    {
+        "test_f1": 0.8174136771084453,
+        "test_acc": 0.8178151260504202,
+        "test_auc": 0.9228456660230961,
+        "val_auc": 0.9668807707747893,
+        "k": 16,
+        "dataset": "159_code_Python",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            6325,
+            14958,
+            18306,
+            13124,
+            20003,
+            16065,
+            26260,
+            16328,
+            19680,
+            8970,
+            25878,
+            2087,
+            20190,
+            19933,
+            15072,
+            1165
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/160_code_HTML_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/160_code_HTML_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..50f6433d2362f96f69f51d8b8491d99fbc74196c
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/160_code_HTML_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7810679189322788,
+        "test_acc": 0.7855462184873949,
+        "test_auc": 0.7879480588035375,
+        "val_auc": 0.7657567242071457,
+        "k": 1,
+        "dataset": "160_code_HTML",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            26763
+        ]
+    },
+    {
+        "test_f1": 0.8262124788826084,
+        "test_acc": 0.826218487394958,
+        "test_auc": 0.9315745420887838,
+        "val_auc": 0.90686471296668,
+        "k": 16,
+        "dataset": "160_code_HTML",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            26763,
+            9732,
+            690,
+            15357,
+            22355,
+            10672,
+            7145,
+            22066,
+            6366,
+            1165,
+            21288,
+            22918,
+            15072,
+            21577,
+            14958,
+            14834
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/161_agnews_0_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/161_agnews_0_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..fb0ca9a7acff7a0cda4befbe8814edf16e6fe556
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/161_agnews_0_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9518663705318526,
+        "test_acc": 0.9519327731092437,
+        "test_auc": 0.9567101709438791,
+        "val_auc": 0.9811320754716981,
+        "k": 1,
+        "dataset": "161_agnews_0",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            13983
+        ]
+    },
+    {
+        "test_f1": 0.9885701474896996,
+        "test_acc": 0.9885714285714285,
+        "test_auc": 0.9985393120304286,
+        "val_auc": 0.9991971095945404,
+        "k": 16,
+        "dataset": "161_agnews_0",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            13983,
+            27686,
+            23614,
+            14958,
+            28349,
+            10816,
+            17708,
+            31067,
+            12098,
+            27451,
+            31358,
+            19013,
+            13124,
+            7371,
+            2484,
+            30490
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/162_agnews_1_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/162_agnews_1_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..995e6d0fcf431626ef6b0ef6e030abff57ee7544
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/162_agnews_1_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9271176846174666,
+        "test_acc": 0.9273949579831933,
+        "test_auc": 0.9319876203079015,
+        "val_auc": 0.9150943396226415,
+        "k": 1,
+        "dataset": "162_agnews_1",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            13983
+        ]
+    },
+    {
+        "test_f1": 0.97780564214585,
+        "test_acc": 0.9778151260504202,
+        "test_auc": 0.9984945694224497,
+        "val_auc": 0.9959855479727018,
+        "k": 16,
+        "dataset": "162_agnews_1",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            13983,
+            27686,
+            17708,
+            31358,
+            14958,
+            23614,
+            31067,
+            10816,
+            19013,
+            1220,
+            13124,
+            7371,
+            27451,
+            2269,
+            28349,
+            28217
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/163_agnews_2_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/163_agnews_2_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..6cce0655f92738658bfe589831bc340ecba98265
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/163_agnews_2_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9202993588304363,
+        "test_acc": 0.920672268907563,
+        "test_auc": 0.9251623388362221,
+        "val_auc": 0.9622641509433962,
+        "k": 1,
+        "dataset": "163_agnews_2",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            13983
+        ]
+    },
+    {
+        "test_f1": 0.9808343681750187,
+        "test_acc": 0.9808403361344538,
+        "test_auc": 0.9981718803103601,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "163_agnews_2",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            13983,
+            27686,
+            23614,
+            28349,
+            17708,
+            10816,
+            31358,
+            31067,
+            19013,
+            14958,
+            13124,
+            12098,
+            7371,
+            27451,
+            1220,
+            22438
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/21_headline_istrump_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/21_headline_istrump_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..766edbe97ab343da1ac0dffb7644e40a88b2f413
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/21_headline_istrump_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7968095831614066,
+        "test_acc": 0.7969811320754717,
+        "test_auc": 0.8344459054275325,
+        "val_auc": 0.8587434973989596,
+        "k": 1,
+        "dataset": "21_headline_istrump",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            1837
+        ]
+    },
+    {
+        "test_f1": 0.8722012416852181,
+        "test_acc": 0.8722012578616353,
+        "test_auc": 0.9428232707771542,
+        "val_auc": 0.9651860744297718,
+        "k": 16,
+        "dataset": "21_headline_istrump",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            1837,
+            32049,
+            30388,
+            13586,
+            1488,
+            3684,
+            10156,
+            16255,
+            12098,
+            5197,
+            1023,
+            20456,
+            22275,
+            11834,
+            31001,
+            15052
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/22_headline_isobama_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/22_headline_isobama_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..7497e7869b8d28b1e676ad6a2b4feb746511984d
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/22_headline_isobama_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7194844140414325,
+        "test_acc": 0.7194928684627575,
+        "test_auc": 0.7425557564798072,
+        "val_auc": 0.7382953181272509,
+        "k": 1,
+        "dataset": "22_headline_isobama",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            1837
+        ]
+    },
+    {
+        "test_f1": 0.8874547498953634,
+        "test_acc": 0.8874801901743264,
+        "test_auc": 0.94249547920434,
+        "val_auc": 0.9403761504601841,
+        "k": 16,
+        "dataset": "22_headline_isobama",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            1837,
+            16255,
+            3684,
+            31001,
+            18686,
+            1234,
+            9280,
+            19435,
+            7514,
+            16328,
+            671,
+            32304,
+            9919,
+            11782,
+            4774,
+            32049
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/23_headline_ischina_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/23_headline_ischina_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..02a391a202c284da8a1ed85b5d8589c05d395e4d
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/23_headline_ischina_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6889052580320595,
+        "test_acc": 0.6890756302521008,
+        "test_auc": 0.7349889319313779,
+        "val_auc": 0.7834138486312399,
+        "k": 1,
+        "dataset": "23_headline_ischina",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            3684
+        ]
+    },
+    {
+        "test_f1": 0.7971182627702068,
+        "test_acc": 0.7971188475390156,
+        "test_auc": 0.8793868751152923,
+        "val_auc": 0.8727858293075684,
+        "k": 16,
+        "dataset": "23_headline_ischina",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            3684,
+            21573,
+            28311,
+            28798,
+            29695,
+            16941,
+            16328,
+            5296,
+            13586,
+            32049,
+            6241,
+            10221,
+            19103,
+            9995,
+            23671,
+            28439
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/24_headline_isiran_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/24_headline_isiran_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..241129160862b6ba764c689f6be8bd570ddecc2b
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/24_headline_isiran_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7851239669421488,
+        "test_acc": 0.7851239669421488,
+        "test_auc": 0.8132778823386558,
+        "val_auc": 0.7937174869947979,
+        "k": 1,
+        "dataset": "24_headline_isiran",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21573
+        ]
+    },
+    {
+        "test_f1": 0.8016077260783246,
+        "test_acc": 0.8016528925619835,
+        "test_auc": 0.8483698621820168,
+        "val_auc": 0.8483393357342938,
+        "k": 16,
+        "dataset": "24_headline_isiran",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21573,
+            3684,
+            30053,
+            10279,
+            4334,
+            10221,
+            30788,
+            306,
+            671,
+            10257,
+            31067,
+            717,
+            1234,
+            27560,
+            20581,
+            10773
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/26_headline_isfrontpage_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/26_headline_isfrontpage_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..37511f3a84f34b43764e16c1f764cae8455f49d6
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/26_headline_isfrontpage_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6263565391968227,
+        "test_acc": 0.6279245283018868,
+        "test_auc": 0.6326162814835667,
+        "val_auc": 0.6774709883953581,
+        "k": 1,
+        "dataset": "26_headline_isfrontpage",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            3684
+        ]
+    },
+    {
+        "test_f1": 0.6643952516459346,
+        "test_acc": 0.6644025157232705,
+        "test_auc": 0.7357953711195204,
+        "val_auc": 0.7575030012004802,
+        "k": 16,
+        "dataset": "26_headline_isfrontpage",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            3684,
+            1837,
+            16406,
+            23614,
+            11782,
+            4334,
+            10156,
+            13586,
+            20669,
+            27560,
+            17959,
+            30132,
+            32304,
+            671,
+            24994,
+            2389
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/36_sciq_tf_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/36_sciq_tf_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..9bed2f70d875c53d4ac01b792c9098eab0312683
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/36_sciq_tf_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7641414657904655,
+        "test_acc": 0.7655345911949686,
+        "test_auc": 0.7857678279035054,
+        "val_auc": 0.751500600240096,
+        "k": 1,
+        "dataset": "36_sciq_tf",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            14592
+        ]
+    },
+    {
+        "test_f1": 0.8404865881777331,
+        "test_acc": 0.840503144654088,
+        "test_auc": 0.9227184951682921,
+        "val_auc": 0.9491796718687475,
+        "k": 16,
+        "dataset": "36_sciq_tf",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            14592,
+            26069,
+            7165,
+            7911,
+            24375,
+            25516,
+            23419,
+            4683,
+            31507,
+            21907,
+            10565,
+            32662,
+            4893,
+            6210,
+            12241,
+            20784
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/41_truthqa_tf_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/41_truthqa_tf_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..c959970ba1f8b720f7e17eb6400b3c5af4ad15e8
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/41_truthqa_tf_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5313009299204295,
+        "test_acc": 0.5555555555555556,
+        "test_auc": 0.5516326530612246,
+        "val_auc": 0.5700521878763549,
+        "k": 1,
+        "dataset": "41_truthqa_tf",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            32590
+        ]
+    },
+    {
+        "test_f1": 0.6111557012524994,
+        "test_acc": 0.6262626262626263,
+        "test_auc": 0.6861224489795917,
+        "val_auc": 0.7523083099156965,
+        "k": 16,
+        "dataset": "41_truthqa_tf",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            32590,
+            25979,
+            22652,
+            10736,
+            9132,
+            25268,
+            14706,
+            28798,
+            15641,
+            16053,
+            11531,
+            3703,
+            12307,
+            25516,
+            9791,
+            17335
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/42_temp_sense_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/42_temp_sense_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..f75461715740943c588581141c0e9387eb43d94c
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/42_temp_sense_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6697988511557302,
+        "test_acc": 0.6747289407839867,
+        "test_auc": 0.6943238731218698,
+        "val_auc": 0.802133655394525,
+        "k": 1,
+        "dataset": "42_temp_sense",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            9431
+        ]
+    },
+    {
+        "test_f1": 0.7750230230957516,
+        "test_acc": 0.7764804003336113,
+        "test_auc": 0.8583528102392879,
+        "val_auc": 0.9166666666666667,
+        "k": 16,
+        "dataset": "42_temp_sense",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            9431,
+            14592,
+            7911,
+            10565,
+            26825,
+            12894,
+            23188,
+            3696,
+            13605,
+            7455,
+            11431,
+            11919,
+            8083,
+            28635,
+            19013,
+            20425
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/44_phys_tf_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/44_phys_tf_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..b202df093fb7636d8750e26699a52726925198ed
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/44_phys_tf_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5687005054633756,
+        "test_acc": 0.5886792452830188,
+        "test_auc": 0.5976604468279227,
+        "val_auc": 0.5048019207683072,
+        "k": 1,
+        "dataset": "44_phys_tf",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            9431
+        ]
+    },
+    {
+        "test_f1": 0.6208649064061484,
+        "test_acc": 0.620880503144654,
+        "test_auc": 0.68796700687264,
+        "val_auc": 0.6758703481392557,
+        "k": 16,
+        "dataset": "44_phys_tf",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            9431,
+            13846,
+            19013,
+            21500,
+            7455,
+            8083,
+            19261,
+            9386,
+            26661,
+            6543,
+            30386,
+            17629,
+            17931,
+            30217,
+            12136,
+            26024
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/47_reasoning_tf_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/47_reasoning_tf_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..07ed35ec7a375d0d9081e667b93be6f05430e0a1
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/47_reasoning_tf_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5445821241711089,
+        "test_acc": 0.5445840813883902,
+        "test_auc": 0.5666124688422199,
+        "val_auc": 0.5407466880770775,
+        "k": 1,
+        "dataset": "47_reasoning_tf",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            13846
+        ]
+    },
+    {
+        "test_f1": 0.5391799309560711,
+        "test_acc": 0.5391980849790544,
+        "test_auc": 0.5678702403804831,
+        "val_auc": 0.6150140505820956,
+        "k": 16,
+        "dataset": "47_reasoning_tf",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            13846,
+            18491,
+            18050,
+            18352,
+            24014,
+            30644,
+            16483,
+            22249,
+            18409,
+            21574,
+            32204,
+            16456,
+            15632,
+            18424,
+            16405,
+            28775
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/48_cm_correct_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/48_cm_correct_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..7dea7f93886aa356f5ad8b065a7904efc58806a2
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/48_cm_correct_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5779897598600491,
+        "test_acc": 0.6067924528301887,
+        "test_auc": 0.6161623743467346,
+        "val_auc": 0.640656262505002,
+        "k": 1,
+        "dataset": "48_cm_correct",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            2478
+        ]
+    },
+    {
+        "test_f1": 0.6429146822737851,
+        "test_acc": 0.6442767295597485,
+        "test_auc": 0.7242793702324668,
+        "val_auc": 0.7376950780312125,
+        "k": 16,
+        "dataset": "48_cm_correct",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            2478,
+            9431,
+            6829,
+            30885,
+            1220,
+            12367,
+            15730,
+            21500,
+            7455,
+            5264,
+            27182,
+            8131,
+            28277,
+            14780,
+            1979,
+            4665
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/49_cm_isshort_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/49_cm_isshort_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..0a0160b740dacd524dc6f146adbd0dafe0e43315
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/49_cm_isshort_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9924527432554348,
+        "test_acc": 0.9924528301886792,
+        "test_auc": 0.9949014671825619,
+        "val_auc": 0.9901960784313726,
+        "k": 1,
+        "dataset": "49_cm_isshort",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            19220
+        ]
+    },
+    {
+        "test_f1": 0.9992452829233379,
+        "test_acc": 0.999245283018868,
+        "test_auc": 0.9999934179814669,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "49_cm_isshort",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            19220,
+            23708,
+            14706,
+            11446,
+            31041,
+            13983,
+            3733,
+            20506,
+            21204,
+            9034,
+            23915,
+            15670,
+            1220,
+            4001,
+            28439,
+            26825
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/50_deon_isvalid_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/50_deon_isvalid_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..d814484162d00738a7a0f81da7c5c91b238a9a8b
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/50_deon_isvalid_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6213072360649685,
+        "test_acc": 0.6236477987421384,
+        "test_auc": 0.6470050803056892,
+        "val_auc": 0.7078831532613046,
+        "k": 1,
+        "dataset": "50_deon_isvalid",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21500
+        ]
+    },
+    {
+        "test_f1": 0.6904483741621178,
+        "test_acc": 0.690566037735849,
+        "test_auc": 0.7622135682742657,
+        "val_auc": 0.7859143657462985,
+        "k": 16,
+        "dataset": "50_deon_isvalid",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21500,
+            9431,
+            7455,
+            8443,
+            4683,
+            19336,
+            20506,
+            30936,
+            12629,
+            21204,
+            12189,
+            14706,
+            30332,
+            10024,
+            10565,
+            17159
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/51_just_is_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/51_just_is_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..8bf190c16e4a8a7f397970e773f55229fc3e6a3c
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/51_just_is_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6672270959234291,
+        "test_acc": 0.6676729559748428,
+        "test_auc": 0.7064637447229933,
+        "val_auc": 0.709483793517407,
+        "k": 1,
+        "dataset": "51_just_is",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            9431
+        ]
+    },
+    {
+        "test_f1": 0.7194252580551879,
+        "test_acc": 0.7194968553459119,
+        "test_auc": 0.7981489844958023,
+        "val_auc": 0.8159263705482193,
+        "k": 16,
+        "dataset": "51_just_is",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            9431,
+            21500,
+            19336,
+            7455,
+            10565,
+            8131,
+            15730,
+            24652,
+            8443,
+            21204,
+            17159,
+            15927,
+            8083,
+            23827,
+            14556,
+            32351
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/52_virtue_is_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/52_virtue_is_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..e1c00022757b4f5766cafc6304025dad02841ea7
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/52_virtue_is_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7025356217573784,
+        "test_acc": 0.704862023653088,
+        "test_auc": 0.7315854705034333,
+        "val_auc": 0.7626,
+        "k": 1,
+        "dataset": "52_virtue_is",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            3128
+        ]
+    },
+    {
+        "test_f1": 0.7981040894203995,
+        "test_acc": 0.7981603153745073,
+        "test_auc": 0.8835719570571232,
+        "val_auc": 0.8348,
+        "k": 16,
+        "dataset": "52_virtue_is",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            3128,
+            8164,
+            1819,
+            29647,
+            32672,
+            5250,
+            23708,
+            45,
+            22346,
+            5105,
+            6418,
+            18210,
+            12788,
+            13798,
+            30632,
+            7682
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/54_cs_tf_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/54_cs_tf_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..0e02376b489b0fa1bea35ae550ab9c3606051d53
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/54_cs_tf_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5248408784549426,
+        "test_acc": 0.5260377358490566,
+        "test_auc": 0.5425031315218943,
+        "val_auc": 0.6266506602641055,
+        "k": 1,
+        "dataset": "54_cs_tf",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            1220
+        ]
+    },
+    {
+        "test_f1": 0.5633789865201354,
+        "test_acc": 0.5637735849056604,
+        "test_auc": 0.5966969405765241,
+        "val_auc": 0.6894757903161265,
+        "k": 16,
+        "dataset": "54_cs_tf",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            1220,
+            27686,
+            4683,
+            13983,
+            28439,
+            1727,
+            25979,
+            17629,
+            11630,
+            14958,
+            27799,
+            20851,
+            21919,
+            27560,
+            10565,
+            2677
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/56_wikidatasex_or_gender_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/56_wikidatasex_or_gender_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..522fc4f021038443265650d6701bd204b8e04c07
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/56_wikidatasex_or_gender_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9922010298245013,
+        "test_acc": 0.9922012578616353,
+        "test_auc": 0.997828440193248,
+        "val_auc": 1.0,
+        "k": 1,
+        "dataset": "56_wikidatasex_or_gender",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            22910
+        ]
+    },
+    {
+        "test_f1": 0.9916980438521233,
+        "test_acc": 0.9916981132075472,
+        "test_auc": 0.9992544598238651,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "56_wikidatasex_or_gender",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            22910,
+            7672,
+            6732,
+            19013,
+            15052,
+            14741,
+            12564,
+            28798,
+            16853,
+            24152,
+            16053,
+            8029,
+            19435,
+            6182,
+            27799,
+            18016
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/57_wikidatais_alive_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/57_wikidatais_alive_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..36680097e0c1ab7ced2e1be17c3e2f30bf253ec7
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/57_wikidatais_alive_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.844579155407392,
+        "test_acc": 0.8452830188679246,
+        "test_auc": 0.8721230250147083,
+        "val_auc": 0.8447378951580632,
+        "k": 1,
+        "dataset": "57_wikidatais_alive",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            16853
+        ]
+    },
+    {
+        "test_f1": 0.9730814032419406,
+        "test_acc": 0.9730817610062893,
+        "test_auc": 0.9948829868997578,
+        "val_auc": 0.9915966386554622,
+        "k": 16,
+        "dataset": "57_wikidatais_alive",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            16853,
+            7672,
+            635,
+            8219,
+            6182,
+            7070,
+            6015,
+            14741,
+            23688,
+            19435,
+            19013,
+            27507,
+            24666,
+            19632,
+            1186,
+            6025
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/58_wikidatapolitical_party_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/58_wikidatapolitical_party_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..b4f0b3b97cdcd84bfef217a1bffc161b83a63506
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/58_wikidatapolitical_party_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8502227534128967,
+        "test_acc": 0.8516455696202532,
+        "test_auc": 0.8633792952102024,
+        "val_auc": 0.8169267707082832,
+        "k": 1,
+        "dataset": "58_wikidatapolitical_party",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            11834
+        ]
+    },
+    {
+        "test_f1": 0.8561327495369985,
+        "test_acc": 0.8562025316455696,
+        "test_auc": 0.9459491609547601,
+        "val_auc": 0.9735894357743098,
+        "k": 16,
+        "dataset": "58_wikidatapolitical_party",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            11834,
+            15052,
+            27542,
+            752,
+            3611,
+            7220,
+            28798,
+            12707,
+            24662,
+            32749,
+            2322,
+            24123,
+            18772,
+            23686,
+            14500,
+            3129
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/59_wikidata_occupation_isjournalist_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/59_wikidata_occupation_isjournalist_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..b25f1cc2c72fc13cee7330e8d776e344131644de
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/59_wikidata_occupation_isjournalist_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7389280773284445,
+        "test_acc": 0.7415384615384616,
+        "test_auc": 0.7774808967583398,
+        "val_auc": 0.7637698898408813,
+        "k": 1,
+        "dataset": "59_wikidata_occupation_isjournalist",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            22663
+        ]
+    },
+    {
+        "test_f1": 0.8609672304203564,
+        "test_acc": 0.8615384615384616,
+        "test_auc": 0.9254005789881173,
+        "val_auc": 0.9175846593227254,
+        "k": 16,
+        "dataset": "59_wikidata_occupation_isjournalist",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            22663,
+            7672,
+            31551,
+            16535,
+            18099,
+            25137,
+            3129,
+            10773,
+            15866,
+            13741,
+            2301,
+            29346,
+            6182,
+            9454,
+            32224,
+            21276
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/5_hist_fig_ismale_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/5_hist_fig_ismale_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..af1c6a4b6aa399caae27e4472574e087cdc9d9b3
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/5_hist_fig_ismale_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8942199025780293,
+        "test_acc": 0.8945911949685534,
+        "test_auc": 0.9247890463060192,
+        "val_auc": 0.9617847138855542,
+        "k": 1,
+        "dataset": "5_hist_fig_ismale",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            22910
+        ]
+    },
+    {
+        "test_f1": 0.9247497751621281,
+        "test_acc": 0.9247798742138365,
+        "test_auc": 0.9776782233410528,
+        "val_auc": 0.9899959983993597,
+        "k": 16,
+        "dataset": "5_hist_fig_ismale",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            22910,
+            18016,
+            80,
+            23309,
+            4481,
+            9132,
+            4266,
+            25772,
+            29302,
+            26704,
+            16328,
+            14817,
+            20534,
+            5039,
+            15656,
+            18135
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/60_wikidata_occupation_isathlete_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/60_wikidata_occupation_isathlete_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..1a7e85cb2087377d83a91f573bb08227ec8b02a1
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/60_wikidata_occupation_isathlete_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8290952751101316,
+        "test_acc": 0.8307692307692308,
+        "test_auc": 0.8608913724038106,
+        "val_auc": 0.8651570787433701,
+        "k": 1,
+        "dataset": "60_wikidata_occupation_isathlete",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            4722
+        ]
+    },
+    {
+        "test_f1": 0.878490974202134,
+        "test_acc": 0.8789743589743589,
+        "test_auc": 0.9319773117447065,
+        "val_auc": 0.9314565483476133,
+        "k": 16,
+        "dataset": "60_wikidata_occupation_isathlete",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            4722,
+            10189,
+            9132,
+            3308,
+            10013,
+            7070,
+            15866,
+            23673,
+            14568,
+            3129,
+            2269,
+            30657,
+            15052,
+            17465,
+            14706,
+            7672
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/61_wikidata_occupation_isactor_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/61_wikidata_occupation_isactor_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..124316a39cd8ca5b473c1b661fcabb78800d264f
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/61_wikidata_occupation_isactor_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8105827505827505,
+        "test_acc": 0.8133333333333334,
+        "test_auc": 0.8551225300434241,
+        "val_auc": 0.8523051815585476,
+        "k": 1,
+        "dataset": "61_wikidata_occupation_isactor",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            6182
+        ]
+    },
+    {
+        "test_f1": 0.8580655991182307,
+        "test_acc": 0.8584615384615385,
+        "test_auc": 0.9254552799003601,
+        "val_auc": 0.9518563851489187,
+        "k": 16,
+        "dataset": "61_wikidata_occupation_isactor",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            6182,
+            10879,
+            28474,
+            15866,
+            10013,
+            6961,
+            12458,
+            10452,
+            28774,
+            7029,
+            5476,
+            5126,
+            31036,
+            22036,
+            1847,
+            27659
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/62_wikidata_occupation_ispolitician_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/62_wikidata_occupation_ispolitician_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..f83340921d4292c45ddfcaba262b15f7ccdbdf16
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/62_wikidata_occupation_ispolitician_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7298011951847713,
+        "test_acc": 0.7364102564102564,
+        "test_auc": 0.7530190695795604,
+        "val_auc": 0.7250101999184007,
+        "k": 1,
+        "dataset": "62_wikidata_occupation_ispolitician",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            9477
+        ]
+    },
+    {
+        "test_f1": 0.8543007341333702,
+        "test_acc": 0.8543589743589743,
+        "test_auc": 0.9282618574746692,
+        "val_auc": 0.8731130150958792,
+        "k": 16,
+        "dataset": "62_wikidata_occupation_ispolitician",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            9477,
+            23309,
+            14741,
+            10013,
+            30971,
+            635,
+            21206,
+            6182,
+            19632,
+            26704,
+            2389,
+            19013,
+            7070,
+            14245,
+            14420,
+            12564
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/63_wikidata_occupation_issinger_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/63_wikidata_occupation_issinger_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..5952c6e218481fd667483025a331dbf50f4e0a60
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/63_wikidata_occupation_issinger_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8217842708491384,
+        "test_acc": 0.8225641025641026,
+        "test_auc": 0.8515164775978724,
+        "val_auc": 0.8280293757649939,
+        "k": 1,
+        "dataset": "63_wikidata_occupation_issinger",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            6025
+        ]
+    },
+    {
+        "test_f1": 0.8526479468311864,
+        "test_acc": 0.8533333333333334,
+        "test_auc": 0.8879430773891674,
+        "val_auc": 0.8918808649530804,
+        "k": 16,
+        "dataset": "63_wikidata_occupation_issinger",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            6025,
+            4702,
+            25773,
+            16328,
+            17691,
+            27973,
+            12203,
+            31897,
+            10013,
+            24103,
+            17309,
+            2389,
+            9132,
+            14706,
+            15875,
+            7029
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/64_wikidata_occupation_isresearcher_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/64_wikidata_occupation_isresearcher_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..76f2fa11e43b2229c833e552be978e6f27d54328
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/64_wikidata_occupation_isresearcher_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8331512631258281,
+        "test_acc": 0.8331550802139037,
+        "test_auc": 0.870326140668753,
+        "val_auc": 0.869090909090909,
+        "k": 1,
+        "dataset": "64_wikidata_occupation_isresearcher",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            5476
+        ]
+    },
+    {
+        "test_f1": 0.9026657805488626,
+        "test_acc": 0.9026737967914439,
+        "test_auc": 0.958033638975823,
+        "val_auc": 0.9575757575757576,
+        "k": 16,
+        "dataset": "64_wikidata_occupation_isresearcher",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            5476,
+            12458,
+            7070,
+            18099,
+            25773,
+            32662,
+            8219,
+            31551,
+            23309,
+            29933,
+            9132,
+            10013,
+            16328,
+            27560,
+            6961,
+            1205
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/65_high-school_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/65_high-school_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..6aaec2326735cd3e66e563dfdca1d0782c538fa2
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/65_high-school_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9770114650957755,
+        "test_acc": 0.9770114942528736,
+        "test_auc": 0.9952107798041019,
+        "val_auc": 1.0,
+        "k": 1,
+        "dataset": "65_high-school",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            32151
+        ]
+    },
+    {
+        "test_f1": 0.9866666102961936,
+        "test_acc": 0.9866666666666667,
+        "test_auc": 0.994843809188809,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "65_high-school",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            32151,
+            24514,
+            12731,
+            5476,
+            5567,
+            29695,
+            14173,
+            2692,
+            27260,
+            4683,
+            23708,
+            26320,
+            17347,
+            21298,
+            23309,
+            14592
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/66_living-room_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/66_living-room_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..cd82487886b29941fcb9341c2380a0a1926b9954
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/66_living-room_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9880551228976615,
+        "test_acc": 0.9880554228380315,
+        "test_auc": 0.9977464521230649,
+        "val_auc": 1.0,
+        "k": 1,
+        "dataset": "66_living-room",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            19550
+        ]
+    },
+    {
+        "test_f1": 0.9899660741781211,
+        "test_acc": 0.9899665551839465,
+        "test_auc": 0.9977464521230649,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "66_living-room",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            19550,
+            24514,
+            26894,
+            21863,
+            5476,
+            7867,
+            14855,
+            9386,
+            4275,
+            18351,
+            6201,
+            16454,
+            14267,
+            32351,
+            8982,
+            7985
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/67_social-security_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/67_social-security_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..12777cdc046980d7807f69e543a6086e706730c0
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/67_social-security_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9949424966626412,
+        "test_acc": 0.9949425287356322,
+        "test_auc": 0.9999010701336654,
+        "val_auc": 1.0,
+        "k": 1,
+        "dataset": "67_social-security",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            30897
+        ]
+    },
+    {
+        "test_f1": 0.9931034307815774,
+        "test_acc": 0.993103448275862,
+        "test_auc": 0.9995577750419395,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "67_social-security",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            30897,
+            15477,
+            25373,
+            27582,
+            13440,
+            14289,
+            11839,
+            5476,
+            30991,
+            21455,
+            9890,
+            24514,
+            23818,
+            17309,
+            29695,
+            2884
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/68_credit-card_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/68_credit-card_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..dc0e3c14e0ec2bab9aa760ab98981eddab13bcd6
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/68_credit-card_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9608967594458733,
+        "test_acc": 0.960919540229885,
+        "test_auc": 0.99018860936739,
+        "val_auc": 0.9797077922077922,
+        "k": 1,
+        "dataset": "68_credit-card",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            24514
+        ]
+    },
+    {
+        "test_f1": 0.9774668345702828,
+        "test_acc": 0.9774712643678161,
+        "test_auc": 0.9975013867092375,
+        "val_auc": 0.9918831168831169,
+        "k": 16,
+        "dataset": "68_credit-card",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            24514,
+            30389,
+            1997,
+            27622,
+            5476,
+            17347,
+            24103,
+            3468,
+            24662,
+            14592,
+            32749,
+            7179,
+            25138,
+            27799,
+            13158,
+            26493
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/69_blood-pressure_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/69_blood-pressure_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..4a0bb53b342f1be1ef26078ec0e2930dc1d29410
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/69_blood-pressure_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9954022696933781,
+        "test_acc": 0.9954022988505747,
+        "test_auc": 0.9998799312733373,
+        "val_auc": 0.9963474025974026,
+        "k": 1,
+        "dataset": "69_blood-pressure",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            6092
+        ]
+    },
+    {
+        "test_f1": 0.9977011465095805,
+        "test_acc": 0.9977011494252873,
+        "test_auc": 0.9999687144867146,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "69_blood-pressure",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            6092,
+            24514,
+            30451,
+            18761,
+            21438,
+            29098,
+            23951,
+            27510,
+            2940,
+            16640,
+            5476,
+            3367,
+            3251,
+            27579,
+            31468,
+            28941
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/6_hist_fig_isamerican_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/6_hist_fig_isamerican_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..189b2c27057baf644e6ffee9100e523f7487326e
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/6_hist_fig_isamerican_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7123887181676477,
+        "test_acc": 0.7134591194968554,
+        "test_auc": 0.7623857133743578,
+        "val_auc": 0.800920368147259,
+        "k": 1,
+        "dataset": "6_hist_fig_isamerican",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            18099
+        ]
+    },
+    {
+        "test_f1": 0.896497287054663,
+        "test_acc": 0.8966037735849056,
+        "test_auc": 0.9504485392475638,
+        "val_auc": 0.9863945578231292,
+        "k": 16,
+        "dataset": "6_hist_fig_isamerican",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            18099,
+            8640,
+            1205,
+            4452,
+            8840,
+            1597,
+            2389,
+            3684,
+            8011,
+            19298,
+            27507,
+            7208,
+            6961,
+            10782,
+            32662,
+            16328
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/70_prime-factors_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/70_prime-factors_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..567e639975654dcac0029d9f3ea35c659ce3f5f7
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/70_prime-factors_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9986206896551724,
+        "test_acc": 0.9986206896551724,
+        "test_auc": 0.9992110977325613,
+        "val_auc": 1.0,
+        "k": 1,
+        "dataset": "70_prime-factors",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            28902
+        ]
+    },
+    {
+        "test_f1": 0.998160917207662,
+        "test_acc": 0.9981609195402299,
+        "test_auc": 0.9999949266735213,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "70_prime-factors",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            28902,
+            1299,
+            25177,
+            2989,
+            1471,
+            30754,
+            842,
+            14242,
+            16301,
+            1750,
+            21142,
+            26684,
+            25048,
+            22189,
+            11663,
+            1255
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/71_social-media_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/71_social-media_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..bb36fd68f5fb3007f3d9d053e51fd53f96e5a0e2
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/71_social-media_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.990343970296667,
+        "test_acc": 0.9903448275862069,
+        "test_auc": 0.9977939485361762,
+        "val_auc": 1.0,
+        "k": 1,
+        "dataset": "71_social-media",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            5360
+        ]
+    },
+    {
+        "test_f1": 0.9944826933082378,
+        "test_acc": 0.9944827586206897,
+        "test_auc": 0.9976527409491855,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "71_social-media",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            5360,
+            16092,
+            24514,
+            24666,
+            15028,
+            11958,
+            14267,
+            5476,
+            14592,
+            24406,
+            32049,
+            18897,
+            7779,
+            20585,
+            5114,
+            19214
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/72_gene-expression_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/72_gene-expression_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..97617eb4176e5caeb65cbb5a436010cfaa7ddee7
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/72_gene-expression_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8767808277825321,
+        "test_acc": 0.8767816091954023,
+        "test_auc": 0.9310179798690406,
+        "val_auc": 0.9541396103896104,
+        "k": 1,
+        "dataset": "72_gene-expression",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            7179
+        ]
+    },
+    {
+        "test_f1": 0.9549425096863604,
+        "test_acc": 0.9549425287356322,
+        "test_auc": 0.9936930096325559,
+        "val_auc": 0.9939123376623377,
+        "k": 16,
+        "dataset": "72_gene-expression",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            7179,
+            6804,
+            5476,
+            30451,
+            1931,
+            19395,
+            26409,
+            14592,
+            12707,
+            10380,
+            2940,
+            23790,
+            14231,
+            6732,
+            8443,
+            5534
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/73_control-group_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/73_control-group_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..35fb8697f81b2db2b69ce37641bc648faa2d892e
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/73_control-group_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9415764426524553,
+        "test_acc": 0.9416091954022988,
+        "test_auc": 0.968376264949402,
+        "val_auc": 0.9886363636363635,
+        "k": 1,
+        "dataset": "73_control-group",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            7373
+        ]
+    },
+    {
+        "test_f1": 0.9728732420978177,
+        "test_acc": 0.9728735632183908,
+        "test_auc": 0.9918336354781103,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "73_control-group",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            7373,
+            7860,
+            23433,
+            30217,
+            14592,
+            19161,
+            19009,
+            30399,
+            4893,
+            32662,
+            4301,
+            5476,
+            32351,
+            10314,
+            22332,
+            5930
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/74_magnetic-field_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/74_magnetic-field_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..0348f49eaeb55da4d94e84cd0e03f2a0656e82b3
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/74_magnetic-field_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9512448685173112,
+        "test_acc": 0.9512643678160919,
+        "test_auc": 0.9794006033876292,
+        "val_auc": 0.9829545454545454,
+        "k": 1,
+        "dataset": "74_magnetic-field",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            10351
+        ]
+    },
+    {
+        "test_f1": 0.9701117456178866,
+        "test_acc": 0.9701149425287356,
+        "test_auc": 0.9943931286866172,
+        "val_auc": 0.9987824675324676,
+        "k": 16,
+        "dataset": "74_magnetic-field",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            10351,
+            21438,
+            15052,
+            24514,
+            14592,
+            31658,
+            5476,
+            12600,
+            3367,
+            6435,
+            1308,
+            30451,
+            2692,
+            11982,
+            13961,
+            16053
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/75_cell-lines_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/75_cell-lines_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..f3d9d9acc0644ac40b201ce109c604ef594d64f6
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/75_cell-lines_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9793072741522086,
+        "test_acc": 0.9793103448275862,
+        "test_auc": 0.9918184154986742,
+        "val_auc": 0.9918831168831168,
+        "k": 1,
+        "dataset": "75_cell-lines",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            29077
+        ]
+    },
+    {
+        "test_f1": 0.9839066171611118,
+        "test_acc": 0.9839080459770115,
+        "test_auc": 0.9962871705720007,
+        "val_auc": 0.9959415584415584,
+        "k": 16,
+        "dataset": "75_cell-lines",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            29077,
+            6592,
+            24514,
+            12564,
+            5249,
+            16800,
+            10726,
+            32006,
+            8609,
+            14592,
+            26894,
+            28754,
+            11374,
+            32351,
+            26521,
+            31671
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/76_trial-court_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/76_trial-court_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..51beafc672eb89c9acbf41bf70d7170d901007c3
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/76_trial-court_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9862060042917123,
+        "test_acc": 0.9862068965517241,
+        "test_auc": 0.9976489359543266,
+        "val_auc": 1.0,
+        "k": 1,
+        "dataset": "76_trial-court",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            20971
+        ]
+    },
+    {
+        "test_f1": 0.9880456434463953,
+        "test_acc": 0.9880459770114942,
+        "test_auc": 0.998181212457384,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "76_trial-court",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            20971,
+            26535,
+            30882,
+            26725,
+            5476,
+            14592,
+            13676,
+            10755,
+            16839,
+            9653,
+            22570,
+            26207,
+            3367,
+            24300,
+            352,
+            26054
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/77_second-derivative_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/77_second-derivative_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..547143339052af3f614c149686e026d0c0435dc4
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/77_second-derivative_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.938377882681506,
+        "test_acc": 0.9383908045977012,
+        "test_auc": 0.9627372625683207,
+        "val_auc": 0.9500811688311688,
+        "k": 1,
+        "dataset": "77_second-derivative",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            31334
+        ]
+    },
+    {
+        "test_f1": 0.9875862068965517,
+        "test_acc": 0.9875862068965517,
+        "test_auc": 0.9987079928567564,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "77_second-derivative",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            31334,
+            10050,
+            29743,
+            10883,
+            14075,
+            5476,
+            1660,
+            17347,
+            16423,
+            24644,
+            9474,
+            9791,
+            15275,
+            16435,
+            29123,
+            8749
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/78_north-america_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/78_north-america_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..6627cfb8944970402becde78e0772f3a02082fc8
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/78_north-america_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9852859193288216,
+        "test_acc": 0.9852873563218391,
+        "test_auc": 0.9901103955841766,
+        "val_auc": 1.0,
+        "k": 1,
+        "dataset": "78_north-america",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            4935
+        ]
+    },
+    {
+        "test_f1": 0.9903445091816099,
+        "test_acc": 0.9903448275862069,
+        "test_auc": 0.9994419340873424,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "78_north-america",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            4935,
+            8089,
+            8058,
+            1716,
+            6415,
+            16282,
+            20454,
+            32490,
+            7179,
+            32662,
+            10637,
+            21184,
+            12630,
+            20886,
+            11851,
+            2554
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/79_human-rights_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/79_human-rights_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..11fc3b92da83f681af2846795e0ad46bfb948561
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/79_human-rights_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9724122068634272,
+        "test_acc": 0.9724137931034482,
+        "test_auc": 0.9969069619568157,
+        "val_auc": 0.9983766233766234,
+        "k": 1,
+        "dataset": "79_human-rights",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            828
+        ]
+    },
+    {
+        "test_f1": 0.9908045977011494,
+        "test_acc": 0.9908045977011494,
+        "test_auc": 0.999180657773689,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "79_human-rights",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            828,
+            24514,
+            5476,
+            15005,
+            10915,
+            9952,
+            2940,
+            28726,
+            19663,
+            14592,
+            9962,
+            17309,
+            28673,
+            28754,
+            17347,
+            26714
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/7_hist_fig_ispolitician_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/7_hist_fig_ispolitician_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..36845980e65850edd11dc0faa14013a358effc70
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/7_hist_fig_ispolitician_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5343832123458773,
+        "test_acc": 0.5486792452830188,
+        "test_auc": 0.5638608956203249,
+        "val_auc": 0.597639055622249,
+        "k": 1,
+        "dataset": "7_hist_fig_ispolitician",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            7672
+        ]
+    },
+    {
+        "test_f1": 0.6248879680723111,
+        "test_acc": 0.6251572327044025,
+        "test_auc": 0.6593309226268532,
+        "val_auc": 0.6638655462184875,
+        "k": 16,
+        "dataset": "7_hist_fig_ispolitician",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            7672,
+            26704,
+            23309,
+            9350,
+            2389,
+            9767,
+            18135,
+            48,
+            26894,
+            26490,
+            16053,
+            4266,
+            32662,
+            14706,
+            9132,
+            27337
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/80_side-effects_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/80_side-effects_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d1967ed82d5e00f9c27da281c8c2813dead1eed
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/80_side-effects_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9737920951559683,
+        "test_acc": 0.9737931034482759,
+        "test_auc": 0.9920391052004979,
+        "val_auc": 0.9995941558441559,
+        "k": 1,
+        "dataset": "80_side-effects",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            15191
+        ]
+    },
+    {
+        "test_f1": 0.9880452037194841,
+        "test_acc": 0.9880459770114942,
+        "test_auc": 0.9970405595540885,
+        "val_auc": 0.9995941558441559,
+        "k": 16,
+        "dataset": "80_side-effects",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            15191,
+            24514,
+            5476,
+            1600,
+            19013,
+            14592,
+            4521,
+            26894,
+            27419,
+            4893,
+            10677,
+            32662,
+            3093,
+            1300,
+            17347,
+            27560
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/81_public-health_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/81_public-health_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..fb8e37aac399c0920fa3a89c1b66b82c9bcac1a8
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/81_public-health_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.983448170896161,
+        "test_acc": 0.983448275862069,
+        "test_auc": 0.9983562422208995,
+        "val_auc": 0.9991883116883117,
+        "k": 1,
+        "dataset": "81_public-health",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            196
+        ]
+    },
+    {
+        "test_f1": 0.9949425223210773,
+        "test_acc": 0.9949425287356322,
+        "test_auc": 0.9994292507711456,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "81_public-health",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            196,
+            10732,
+            5476,
+            24514,
+            14592,
+            15005,
+            23786,
+            27799,
+            12731,
+            28082,
+            5710,
+            26714,
+            29866,
+            17026,
+            23480,
+            28754
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/82_federal-government_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/82_federal-government_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..1b9d698ca5568414d95ca8aac23e68760c53f428
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/82_federal-government_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8118401861203299,
+        "test_acc": 0.8119540229885057,
+        "test_auc": 0.871728549975648,
+        "val_auc": 0.8831168831168831,
+        "k": 1,
+        "dataset": "82_federal-government",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            6492
+        ]
+    },
+    {
+        "test_f1": 0.9654986439364587,
+        "test_acc": 0.9655172413793104,
+        "test_auc": 0.9945072785323881,
+        "val_auc": 0.994724025974026,
+        "k": 16,
+        "dataset": "82_federal-government",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            6492,
+            24356,
+            5476,
+            20102,
+            6591,
+            4374,
+            10565,
+            12634,
+            14948,
+            19469,
+            29520,
+            2884,
+            4683,
+            20445,
+            1760,
+            30744
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/83_third-party_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/83_third-party_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..05a1bfc19384ce8d20342cd3cdf84bb3ced41922
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/83_third-party_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9728689062612823,
+        "test_acc": 0.9728735632183908,
+        "test_auc": 0.9767793847069646,
+        "val_auc": 0.9691558441558443,
+        "k": 1,
+        "dataset": "83_third-party",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            24051
+        ]
+    },
+    {
+        "test_f1": 0.9742474733594352,
+        "test_acc": 0.9742528735632184,
+        "test_auc": 0.9921363439580062,
+        "val_auc": 0.9849837662337663,
+        "k": 16,
+        "dataset": "83_third-party",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            24051,
+            22506,
+            5476,
+            16934,
+            9433,
+            11024,
+            26644,
+            9901,
+            2609,
+            30640,
+            24514,
+            29104,
+            16053,
+            12681,
+            14747,
+            6418
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/84_clinical-trials_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/84_clinical-trials_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..122ff1690b703edd4638e120e8da5d8e2232e253
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/84_clinical-trials_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8784500312180069,
+        "test_acc": 0.8786206896551724,
+        "test_auc": 0.9336324341144,
+        "val_auc": 0.9512987012987013,
+        "k": 1,
+        "dataset": "84_clinical-trials",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            32657
+        ]
+    },
+    {
+        "test_f1": 0.9563035501300508,
+        "test_acc": 0.9563218390804598,
+        "test_auc": 0.9895582485524108,
+        "val_auc": 0.9959415584415585,
+        "k": 16,
+        "dataset": "84_clinical-trials",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            32657,
+            5476,
+            14592,
+            10091,
+            30487,
+            1518,
+            27799,
+            19933,
+            24514,
+            17363,
+            1589,
+            4557,
+            13678,
+            19062,
+            11107,
+            8124
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/85_mental-health_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/85_mental-health_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..24e5d119b4d54d9bd2209faf058a996df7f29774
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/85_mental-health_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9687298813927513,
+        "test_acc": 0.968735632183908,
+        "test_auc": 0.9962059973483413,
+        "val_auc": 0.994724025974026,
+        "k": 1,
+        "dataset": "85_mental-health",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            5790
+        ]
+    },
+    {
+        "test_f1": 0.99356321566948,
+        "test_acc": 0.9935632183908046,
+        "test_auc": 0.9987764827642188,
+        "val_auc": 1.0,
+        "k": 16,
+        "dataset": "85_mental-health",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            5790,
+            24514,
+            5413,
+            5476,
+            15005,
+            1085,
+            10474,
+            14592,
+            4683,
+            18897,
+            26714,
+            22660,
+            28754,
+            20371,
+            6369,
+            2940
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/87_glue_cola_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/87_glue_cola_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..d9827c6bc6ba66c302584edff74ecf3c7ec42819
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/87_glue_cola_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6361071957700194,
+        "test_acc": 0.6425157232704403,
+        "test_auc": 0.6584861458636064,
+        "val_auc": 0.6154461784713885,
+        "k": 1,
+        "dataset": "87_glue_cola",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            20784
+        ]
+    },
+    {
+        "test_f1": 0.7039015617668734,
+        "test_acc": 0.7044025157232704,
+        "test_auc": 0.7651431994078208,
+        "val_auc": 0.756702681072429,
+        "k": 16,
+        "dataset": "87_glue_cola",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            20784,
+            1023,
+            15886,
+            10565,
+            26372,
+            2969,
+            26825,
+            21204,
+            8194,
+            16861,
+            4683,
+            19336,
+            27560,
+            19822,
+            17527,
+            27182
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/89_glue_mrpc_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/89_glue_mrpc_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..77a640b290cd0eb19ec029cf2f3cfe619c4bb0c0
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/89_glue_mrpc_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6803269388368293,
+        "test_acc": 0.6815847395451211,
+        "test_auc": 0.7477790552964634,
+        "val_auc": 0.7728365384615384,
+        "k": 1,
+        "dataset": "89_glue_mrpc",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            10834
+        ]
+    },
+    {
+        "test_f1": 0.7019020570585026,
+        "test_acc": 0.7021276595744681,
+        "test_auc": 0.7710198474728815,
+        "val_auc": 0.8024839743589745,
+        "k": 16,
+        "dataset": "89_glue_mrpc",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            10834,
+            30841,
+            11940,
+            2759,
+            96,
+            27119,
+            14898,
+            20897,
+            25301,
+            4683,
+            5849,
+            5228,
+            27550,
+            14706,
+            8236,
+            30692
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/90_glue_qnli_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/90_glue_qnli_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..c01712b95a41d84621128bcaff8ec911ed2ff31f
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/90_glue_qnli_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.697975439391749,
+        "test_acc": 0.7081761006289308,
+        "test_auc": 0.7174548296320449,
+        "val_auc": 0.6598639455782312,
+        "k": 1,
+        "dataset": "90_glue_qnli",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            13481
+        ]
+    },
+    {
+        "test_f1": 0.7672240958381262,
+        "test_acc": 0.7677987421383647,
+        "test_auc": 0.836567973518008,
+        "val_auc": 0.7771108443377351,
+        "k": 16,
+        "dataset": "90_glue_qnli",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            13481,
+            16605,
+            22604,
+            11940,
+            4683,
+            12189,
+            8133,
+            1023,
+            32184,
+            2832,
+            5670,
+            22449,
+            29354,
+            24187,
+            23642,
+            14793
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/91_glue_qqp_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/91_glue_qqp_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..9ae8f86fce1f992d5899a3428b6bb3f715ea1a54
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/91_glue_qqp_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7634822878550737,
+        "test_acc": 0.7637735849056604,
+        "test_auc": 0.7978378575428412,
+        "val_auc": 0.751500600240096,
+        "k": 1,
+        "dataset": "91_glue_qqp",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            96
+        ]
+    },
+    {
+        "test_f1": 0.7881758325075944,
+        "test_acc": 0.7881761006289308,
+        "test_auc": 0.8660754157557322,
+        "val_auc": 0.8411364545818327,
+        "k": 16,
+        "dataset": "91_glue_qqp",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            96,
+            25301,
+            1290,
+            30841,
+            11933,
+            45,
+            29647,
+            15296,
+            20581,
+            5108,
+            16456,
+            5550,
+            13941,
+            23735,
+            9580,
+            21176
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/92_glue_sst2_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/92_glue_sst2_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..ad74bc34ab64be17c67cb2040655de3aef535700
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/92_glue_sst2_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7295937311578404,
+        "test_acc": 0.7396226415094339,
+        "test_auc": 0.7446991966899534,
+        "val_auc": 0.8427370948379352,
+        "k": 1,
+        "dataset": "92_glue_sst2",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            9924
+        ]
+    },
+    {
+        "test_f1": 0.8412775494068865,
+        "test_acc": 0.8420125786163521,
+        "test_auc": 0.9230194959388947,
+        "val_auc": 0.9673869547819128,
+        "k": 16,
+        "dataset": "92_glue_sst2",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            9924,
+            10736,
+            5888,
+            28868,
+            15008,
+            14304,
+            25027,
+            19013,
+            8562,
+            10314,
+            989,
+            2459,
+            30885,
+            24284,
+            1298,
+            2195
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/94_ai_gen_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/94_ai_gen_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..0ebe83ff402adaea12add20b6206402b3c5e0189
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/94_ai_gen_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9129347610514859,
+        "test_acc": 0.9132075471698113,
+        "test_auc": 0.9254750951607987,
+        "val_auc": 0.9081632653061223,
+        "k": 1,
+        "dataset": "94_ai_gen",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            23957
+        ]
+    },
+    {
+        "test_f1": 0.9350295778772539,
+        "test_acc": 0.9350943396226415,
+        "test_auc": 0.9791909484081134,
+        "val_auc": 0.9919967987194879,
+        "k": 16,
+        "dataset": "94_ai_gen",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            23957,
+            10565,
+            26069,
+            983,
+            31970,
+            13823,
+            14958,
+            21271,
+            8443,
+            22378,
+            4001,
+            20305,
+            22090,
+            28798,
+            15358,
+            30017
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/95_toxic_is_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/95_toxic_is_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..eae2a312ea3bb96b000cbd102c319f08e21dce88
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/95_toxic_is_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7337602709503536,
+        "test_acc": 0.7474747474747475,
+        "test_auc": 0.7444897959183674,
+        "val_auc": 0.7427884615384616,
+        "k": 1,
+        "dataset": "95_toxic_is",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            12326
+        ]
+    },
+    {
+        "test_f1": 0.8383838383838383,
+        "test_acc": 0.8383838383838383,
+        "test_auc": 0.8865306122448978,
+        "val_auc": 0.8814102564102565,
+        "k": 16,
+        "dataset": "95_toxic_is",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            12326,
+            19220,
+            11446,
+            2478,
+            2969,
+            1538,
+            6418,
+            27057,
+            31417,
+            17708,
+            7455,
+            28568,
+            28880,
+            19013,
+            29939,
+            30885
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/96_spam_is_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/96_spam_is_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..01153b473c65b695fe689e834e1ef7823eb3eb65
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/denoised/sae_probes/sae_probes_gemma-2-2b--softmax_topp_zero-p0.8/normal_setting/96_spam_is_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.8459524841750337,
+        "test_acc": 0.8464818763326226,
+        "test_auc": 0.8959629023458812,
+        "val_auc": 0.9351999999999999,
+        "k": 1,
+        "dataset": "96_spam_is",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21305
+        ]
+    },
+    {
+        "test_f1": 0.9680153126089237,
+        "test_acc": 0.9680170575692963,
+        "test_auc": 0.9942898708856156,
+        "val_auc": 0.9944000000000001,
+        "k": 16,
+        "dataset": "96_spam_is",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            21305,
+            15357,
+            17698,
+            13054,
+            22087,
+            19220,
+            1907,
+            1852,
+            2493,
+            3676,
+            26825,
+            4785,
+            21577,
+            6619,
+            28386,
+            21500
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/100_news_fake_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/100_news_fake_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..0a5447c0660d9c0dcf5ac5771a93e71e9ab7b8a3
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/100_news_fake_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9083475419791089,
+        "test_acc": 0.9083532219570406,
+        "test_auc": 0.9580275705942825,
+        "val_auc": 0.9721149721149721,
+        "k": 1,
+        "dataset": "100_news_fake",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            4683
+        ]
+    },
+    {
+        "test_f1": 0.9809040932168969,
+        "test_acc": 0.9809069212410502,
+        "test_auc": 0.997728880042579,
+        "val_auc": 0.996996996996997,
+        "k": 16,
+        "dataset": "100_news_fake",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            4683,
+            10565,
+            3812,
+            17708,
+            28217,
+            14420,
+            27686,
+            31358,
+            14958,
+            21466,
+            31204,
+            22771,
+            14797,
+            14731,
+            26483,
+            8443
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/105_click_bait_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/105_click_bait_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..6981a089bb4986556b34fbe7f248f6c91500ac51
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/105_click_bait_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.9124142947082431,
+        "test_acc": 0.9125081011017498,
+        "test_auc": 0.9573756913503089,
+        "val_auc": 0.9607275733774286,
+        "k": 1,
+        "dataset": "105_click_bait",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            27560
+        ]
+    },
+    {
+        "test_f1": 0.9669432561913497,
+        "test_acc": 0.9669475048606611,
+        "test_auc": 0.9918718036598724,
+        "val_auc": 0.9851178172798678,
+        "k": 16,
+        "dataset": "105_click_bait",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            27560,
+            14958,
+            13983,
+            29424,
+            27451,
+            15358,
+            27686,
+            32662,
+            21500,
+            30490,
+            14706,
+            22415,
+            13354,
+            15519,
+            8508,
+            18123
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/106_hate_hate_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/106_hate_hate_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..d3e3206e05fb8e51f53cb2b5699353320316c5d4
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/106_hate_hate_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5670893930123001,
+        "test_acc": 0.5828930817610063,
+        "test_auc": 0.5933325164879565,
+        "val_auc": 0.5918367346938774,
+        "k": 1,
+        "dataset": "106_hate_hate",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            23018
+        ]
+    },
+    {
+        "test_f1": 0.5933138136655052,
+        "test_acc": 0.5977358490566038,
+        "test_auc": 0.6344735499053709,
+        "val_auc": 0.6626650660264105,
+        "k": 16,
+        "dataset": "106_hate_hate",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            23018,
+            5888,
+            23309,
+            9346,
+            28798,
+            24117,
+            20585,
+            27938,
+            8021,
+            26343,
+            27799,
+            32049,
+            17923,
+            14592,
+            20464,
+            28493
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/107_hate_offensive_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/107_hate_offensive_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..46ac65cab67105d695f3d42f00a95f727a60c45a
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/107_hate_offensive_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.6946317135716176,
+        "test_acc": 0.7038993710691824,
+        "test_auc": 0.7126960302327301,
+        "val_auc": 0.7450980392156863,
+        "k": 1,
+        "dataset": "107_hate_offensive",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            15027
+        ]
+    },
+    {
+        "test_f1": 0.7135603029625891,
+        "test_acc": 0.7162264150943396,
+        "test_auc": 0.7714761138547439,
+        "val_auc": 0.8339335734293718,
+        "k": 16,
+        "dataset": "107_hate_offensive",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            15027,
+            983,
+            9155,
+            29307,
+            22910,
+            24117,
+            4683,
+            24123,
+            10565,
+            28091,
+            17159,
+            16896,
+            1907,
+            23157,
+            28568,
+            14706
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/110_aimade_humangpt3_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/110_aimade_humangpt3_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..1beb9fe46a44fd479de5416c307cfeba5453dc6b
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/110_aimade_humangpt3_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7844759065806926,
+        "test_acc": 0.7849056603773585,
+        "test_auc": 0.8246256603536671,
+        "val_auc": 0.8683473389355743,
+        "k": 1,
+        "dataset": "110_aimade_humangpt3",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            27686
+        ]
+    },
+    {
+        "test_f1": 0.7837470409188517,
+        "test_acc": 0.7838993710691824,
+        "test_auc": 0.865382531727861,
+        "val_auc": 0.9063625450180072,
+        "k": 16,
+        "dataset": "110_aimade_humangpt3",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            27686,
+            21204,
+            14958,
+            21919,
+            13983,
+            7915,
+            27451,
+            14894,
+            5881,
+            17708,
+            2810,
+            2396,
+            3082,
+            31553,
+            15886,
+            28439
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/113_movie_sent_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/113_movie_sent_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..e1abd5b5042f1e6cf9c775d0c0288938f9f57b1b
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/113_movie_sent_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.7957120974181452,
+        "test_acc": 0.7979874213836478,
+        "test_auc": 0.8146521301943519,
+        "val_auc": 0.8301320528211285,
+        "k": 1,
+        "dataset": "113_movie_sent",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            28868
+        ]
+    },
+    {
+        "test_f1": 0.8850274299304568,
+        "test_acc": 0.8850314465408805,
+        "test_auc": 0.9503832253713523,
+        "val_auc": 0.9659863945578231,
+        "k": 16,
+        "dataset": "113_movie_sent",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            28868,
+            10736,
+            9924,
+            8562,
+            5888,
+            14304,
+            16328,
+            2459,
+            21054,
+            10824,
+            23827,
+            25027,
+            10546,
+            19013,
+            12564,
+            1089
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/114_nyc_borough_Manhattan_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/114_nyc_borough_Manhattan_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..c5a7e73e984f0a21c70492b4fa15d44727429b65
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/114_nyc_borough_Manhattan_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5357563072469601,
+        "test_acc": 0.561025641025641,
+        "test_auc": 0.566756151748746,
+        "val_auc": 0.5846593227254182,
+        "k": 1,
+        "dataset": "114_nyc_borough_Manhattan",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            24566
+        ]
+    },
+    {
+        "test_f1": 0.5836457316376483,
+        "test_acc": 0.5856410256410256,
+        "test_auc": 0.6325466220082809,
+        "val_auc": 0.6340269277845777,
+        "k": 16,
+        "dataset": "114_nyc_borough_Manhattan",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            24566,
+            27542,
+            20102,
+            14706,
+            19933,
+            18009,
+            10902,
+            5023,
+            13934,
+            31531,
+            9791,
+            26070,
+            23130,
+            4505,
+            27661,
+            27286
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/115_nyc_borough_Brooklyn_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/115_nyc_borough_Brooklyn_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..47fe625342b308e4489599dc3bdf23f6a859cc78
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/115_nyc_borough_Brooklyn_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.495552499850488,
+        "test_acc": 0.5087179487179487,
+        "test_auc": 0.5090046117076783,
+        "val_auc": 0.5671154630762953,
+        "k": 1,
+        "dataset": "115_nyc_borough_Brooklyn",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            7098
+        ]
+    },
+    {
+        "test_f1": 0.5340148524761578,
+        "test_acc": 0.5343589743589744,
+        "test_auc": 0.5311837277409365,
+        "val_auc": 0.5650754793961649,
+        "k": 16,
+        "dataset": "115_nyc_borough_Brooklyn",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            7098,
+            20837,
+            20102,
+            19161,
+            10902,
+            16910,
+            1272,
+            4455,
+            1597,
+            9791,
+            31531,
+            9132,
+            32330,
+            9767,
+            17601,
+            32321
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/116_nyc_borough_Bronx_blocks.12.hook_resid_post_l1.json b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/116_nyc_borough_Bronx_blocks.12.hook_resid_post_l1.json
new file mode 100644
index 0000000000000000000000000000000000000000..87644d65016143935908fe0b2172f3037feeb7d5
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_probes/sae_probes_gemma-2-2b/normal_setting/116_nyc_borough_Bronx_blocks.12.hook_resid_post_l1.json
@@ -0,0 +1,45 @@
+[
+    {
+        "test_f1": 0.5321468070082528,
+        "test_acc": 0.5425641025641026,
+        "test_auc": 0.5410172686572188,
+        "val_auc": 0.5491636066911465,
+        "k": 1,
+        "dataset": "116_nyc_borough_Bronx",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            26070
+        ]
+    },
+    {
+        "test_f1": 0.5281788524701286,
+        "test_acc": 0.5353846153846153,
+        "test_auc": 0.5452460699498435,
+        "val_auc": 0.5503875968992249,
+        "k": 16,
+        "dataset": "116_nyc_borough_Bronx",
+        "hook_name": "blocks.12.hook_resid_post",
+        "reg_type": "l1",
+        "binarize": false,
+        "indices": [
+            26070,
+            1265,
+            9791,
+            14942,
+            9833,
+            4236,
+            22056,
+            14154,
+            279,
+            19220,
+            21455,
+            19214,
+            26141,
+            8683,
+            12889,
+            26483
+        ]
+    }
+]
\ No newline at end of file
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_weights.safetensors b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_weights.safetensors
new file mode 100644
index 0000000000000000000000000000000000000000..c11ac1e93b7bc5ec8bf6d0e2b921e6885ea2ac13
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sae_weights.safetensors
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:30dc0600fa4c3720c585128e04a34ce306dfc3d5ed8837d1341db9222c9fe1d1
+size 604251536
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sparsity.safetensors b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sparsity.safetensors
new file mode 100644
index 0000000000000000000000000000000000000000..0c16d8183faecab5b4b09b0a280dbbaddb854633
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.8/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.6/sparsity.safetensors
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b26a48539066c03a10cee8ea371b9db3459d00b924d3cb925e99068098ab1840
+size 131152
diff --git a/gemma-2-2b-btk-softmax_topp_zero-p0.9/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.1/sae_weights.safetensors b/gemma-2-2b-btk-softmax_topp_zero-p0.9/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.1/sae_weights.safetensors
new file mode 100644
index 0000000000000000000000000000000000000000..e52fefe88805dadecc271263369ba5e89aac96f2
--- /dev/null
+++ b/gemma-2-2b-btk-softmax_topp_zero-p0.9/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.1/sae_weights.safetensors
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:89c4f5eb15cf78dc7a517514e15dbc2645278ddc276f801227c429aca0d1d588
+size 604251536
diff --git a/gemma-2-2b-btk-vnorm_threshold_renorm-t0.01/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.2/saebench_autointerp_custom_sae_eval_results.json b/gemma-2-2b-btk-vnorm_threshold_renorm-t0.01/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.2/saebench_autointerp_custom_sae_eval_results.json
new file mode 100644
index 0000000000000000000000000000000000000000..aabf9ada23334960aefed9e75d40b6e1515472f7
--- /dev/null
+++ b/gemma-2-2b-btk-vnorm_threshold_renorm-t0.01/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.2/saebench_autointerp_custom_sae_eval_results.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:59a631be3b49a2514b5a180108ce933a90f0af5bcd3cf666aa0af04f5d01e11b
+size 25752738
diff --git a/gemma-2-2b-btk-vnorm_threshold_renorm-t0.05/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.4/saebench_autointerp_custom_sae_eval_results.json b/gemma-2-2b-btk-vnorm_threshold_renorm-t0.05/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.4/saebench_autointerp_custom_sae_eval_results.json
new file mode 100644
index 0000000000000000000000000000000000000000..723595388ca5225a592308068997c5609d5c7393
--- /dev/null
+++ b/gemma-2-2b-btk-vnorm_threshold_renorm-t0.05/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.4/saebench_autointerp_custom_sae_eval_results.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1de48e723ccd452028035e76e8c83d59d986371acf3d8a759b1ce18c915e60a9
+size 25896752
diff --git a/gemma-2-2b-btk-vnorm_topp-p0.9/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.2/saebench_autointerp_custom_sae_eval_results.json b/gemma-2-2b-btk-vnorm_topp-p0.9/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.2/saebench_autointerp_custom_sae_eval_results.json
new file mode 100644
index 0000000000000000000000000000000000000000..fe3895d669a7f3ce00f6216acd0bc38726e716e7
--- /dev/null
+++ b/gemma-2-2b-btk-vnorm_topp-p0.9/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.2/saebench_autointerp_custom_sae_eval_results.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:801106b99d13aa328046a8312b7720af5c7a6d6d45e7fde63ac161ca309f3e52
+size 26046222
diff --git a/gemma-2-2b-btk-vnorm_topp-p0.95/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.1/saebench_autointerp_custom_sae_eval_results.json b/gemma-2-2b-btk-vnorm_topp-p0.95/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.1/saebench_autointerp_custom_sae_eval_results.json
new file mode 100644
index 0000000000000000000000000000000000000000..a6e7c4c6c233ea4ea3b120ef3a4629c299db1693
--- /dev/null
+++ b/gemma-2-2b-btk-vnorm_topp-p0.95/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.1/saebench_autointerp_custom_sae_eval_results.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7d3df26c6ac2bce70c8074ed6c336124e453584ab063b8f46cf327bf53b63ecd
+size 25895844
diff --git a/gemma-2-2b-btk-vnorm_topp-p0.99/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.3/saebench_autointerp_custom_sae_eval_results.json b/gemma-2-2b-btk-vnorm_topp-p0.99/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.3/saebench_autointerp_custom_sae_eval_results.json
new file mode 100644
index 0000000000000000000000000000000000000000..2422efa5d7e402dda000d89dfca6378c8dff020b
--- /dev/null
+++ b/gemma-2-2b-btk-vnorm_topp-p0.99/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.3/saebench_autointerp_custom_sae_eval_results.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a33525809d796c0163181b3b1c520e987246a4a8fc5d65349132e8788bc48ce0
+size 25997486
diff --git a/gemma-2-2b-btk/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.1/saebench_autointerp_custom_sae_eval_results.json b/gemma-2-2b-btk/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.1/saebench_autointerp_custom_sae_eval_results.json
new file mode 100644
index 0000000000000000000000000000000000000000..220a64902e60df3f2cfaf45aa0bf274832b18982
--- /dev/null
+++ b/gemma-2-2b-btk/k-150/seed-0/model.layers.12/w-32768/t-500M/l0-142.1/saebench_autointerp_custom_sae_eval_results.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ecc4d2390e9eb32def7010ef29c6149181221697348d6008dc044164902ca2ae
+size 25779046