model stringclasses 8 values | method stringclasses 3 values | steering_vector listlengths 10 5.12k | concept stringclasses 9 values |
|---|---|---|---|
llama-3.2-1B_Instruct | pca-activation-mean-diff | [
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0.0... | harmfulness |
llama-3.2-1B_Instruct | activation-mean-diff | [
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0.01249... | harmfulness |
llama-3.2-1B_Instruct | kpca-activation-mean-diff | [
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] | harmfulness |
llama-3.1-8B-Instruct | pca-activation-mean-diff | [
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0.0270010... | power_seeking |
llama-3.1-8B-Instruct | activation-mean-diff | [
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llama-3.1-8B-Instruct | kpca-activation-mean-diff | [
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-0.026... | power_seeking |
llama-3.1-8B-Instruct | pca-activation-mean-diff | [
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llama-3.1-8B-Instruct | activation-mean-diff | [
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0.0014776716654111323,... | coordinate_ais |
llama-3.1-8B-Instruct | kpca-activation-mean-diff | [
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... | coordinate_ais |
llama-3.1-8B-Instruct | pca-activation-mean-diff | [
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... | corrigible_neutral |
llama-3.1-8B-Instruct | activation-mean-diff | [
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0.0017972835402982276... | corrigible_neutral |
llama-3.1-8B-Instruct | kpca-activation-mean-diff | [
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... | corrigible_neutral |
llama-3.2-1B-Instruct | pca-activation-mean-diff | [
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-0.00319502735... | self_awareness_text |
llama-3.2-1B-Instruct | activation-mean-diff | [
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... | self_awareness_text |
llama-3.2-1B-Instruct | kpca-activation-mean-diff | [
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-0.01375871... | self_awareness_text |
llama-3.2-1B-Instruct | pca-activation-mean-diff | [
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llama-3.2-1B-Instruct | activation-mean-diff | [
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0.008... | corrigible_neutral |
llama-3.2-1B-Instruct | kpca-activation-mean-diff | [
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llama-3.2-1B-Instruct | pca-activation-mean-diff | [
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llama-3.2-1B-Instruct | activation-mean-diff | [
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0.... | coordinate_ais |
llama-3.2-1B-Instruct | kpca-activation-mean-diff | [
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0.0261545... | coordinate_ais |
llama-3.2-1B-Instruct | pca-activation-mean-diff | [
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0.122978061437... | power_seeking |
llama-3.2-1B-Instruct | activation-mean-diff | [
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... | power_seeking |
llama-3.2-1B-Instruct | kpca-activation-mean-diff | [
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0.1545618... | power_seeking |
llama-3.2-1B-Instruct | pca-activation-mean-diff | [
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llama-3.2-1B-Instruct | activation-mean-diff | [
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0... | survival_instinct |
llama-3.2-1B-Instruct | kpca-activation-mean-diff | [
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llama-3.2-1B-Instruct | pca-activation-mean-diff | [
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0.02434... | myopic |
llama-3.2-1B-Instruct | activation-mean-diff | [
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0.0... | myopic |
llama-3.2-1B-Instruct | kpca-activation-mean-diff | [
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-0.023190792649... | myopic |
llama-3.2-1B-Instruct | pca-activation-mean-diff | [
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0.013... | corrigible |
llama-3.2-1B-Instruct | activation-mean-diff | [
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0.01... | corrigible |
llama-3.2-1B-Instruct | kpca-activation-mean-diff | [
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-0.01343... | corrigible |
llama-3.2-1B-Instruct | pca-activation-mean-diff | [
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-0.0... | sycophancy |
llama-3.2-1B-Instruct | activation-mean-diff | [
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0.006... | sycophancy |
llama-3.2-1B-Instruct | kpca-activation-mean-diff | [
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-0.00... | sycophancy |
phi-4 | pca-activation-mean-diff | [
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0... | sycophancy |
phi-4 | activation-mean-diff | [
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0.0017612933136714054... | sycophancy |
phi-4 | kpca-activation-mean-diff | [
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0.00743... | sycophancy |
phi-4 | pca-activation-mean-diff | [
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0.121008... | power_seeking |
phi-4 | activation-mean-diff | [
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-0.017193460799383397,
0.0021448512796063955,
0.0000354925019870279... | power_seeking |
phi-4 | kpca-activation-mean-diff | [
0.2473253607749939,
-0.03690585866570473,
0.16686980426311493,
-0.45115503668785095,
-0.6994591355323792,
0.3643670976161957,
-0.029420487582683563,
-0.146945983171463,
-0.016099432483315468,
-0.035372648388147354,
-0.13791579008102417,
-0.029891811311244965,
0.026851661503314972,
0.127036... | power_seeking |
phi-4 | pca-activation-mean-diff | [
-0.08607863634824753,
0.09309402853250504,
-0.9606419801712036,
-0.2078874707221985,
-0.009682456962764263,
-0.06533432751893997,
-0.10797031223773956,
0.007047681603580713,
0.01650683954358101,
0.021873345598578453,
0.016793828457593918,
-0.02292463555932045,
0.00445418618619442,
-0.00330... | corrigible |
phi-4 | activation-mean-diff | [
-0.033648361825025945,
0.013372495637165506,
0.01211288925134944,
0.012376497643217486,
-0.0035235840579717556,
0.005907648426726987,
-0.018841653888663518,
-0.019884899887675066,
0.025560397916943138,
0.02013825017003571,
0.006407487747548773,
-0.006158820008063648,
-0.0008702627236786135,
... | corrigible |
phi-4 | kpca-activation-mean-diff | [
-0.07412956655025482,
0.12368585914373398,
0.9595595002174377,
0.17072859406471252,
-0.09468843042850494,
0.08486370742321014,
-0.10550316423177719,
0.017859337851405144,
0.02327883429825306,
-0.009966672398149967,
-0.01891111209988594,
-0.0218487698584795,
-0.0048095122911036015,
-0.00373... | corrigible |
Qwen-2.5-7B-Instruct | pca-activation-mean-diff | [
-0.07868412882089615,
0.000862287706695497,
-0.995752215385437,
0.01977824978530407,
0.012860962189733982,
0.0062719290144741535,
0.02303932048380375,
0.019599569961428642,
0.020465975627303123,
0.010663559660315514,
0.007530518341809511,
-0.00685512088239193,
0.001879774616099894,
0.00658... | corrigible |
Qwen-2.5-7B-Instruct | activation-mean-diff | [
-0.002527881507238108,
0.0018705673754490124,
0.02132536043527345,
-0.003960212169970713,
-0.002036972078284622,
0.015226613557724086,
0.025571166882333962,
-0.0011837674954306293,
-0.021693106993015868,
0.04446453100112127,
-0.0043433059623385175,
0.0050818201227141304,
0.017768126076798882... | corrigible |
Qwen-2.5-7B-Instruct | kpca-activation-mean-diff | [
-0.08449814468622208,
0.0036536625120788813,
0.995089054107666,
0.02236676961183548,
0.02390425279736519,
0.005176441743969917,
-0.02021714113652706,
-0.023228846490383148,
-0.0164891816675663,
0.009486204944550991,
0.00759242195636034,
0.006352218333631754,
0.0007898723124526441,
0.006620... | corrigible |
Gemmma-2-9B-Instruct | pca-activation-mean-diff | [
-0.0012679090723395348,
-0.12404312938451767,
0.031636472791433334,
-0.10437532514333725,
0.007591886445879936,
0.04302186518907547,
-0.16681455075740814,
-0.12369300425052643,
-0.00067801249679178,
-0.21357449889183044,
-0.3659602105617523,
0.4386214315891266,
0.24426551163196564,
-0.5258... | corrigible |
Gemmma-2-9B-Instruct | activation-mean-diff | [
0.015901964098184052,
0.013046432493826823,
-0.013195221862375145,
0.038395564713501015,
-0.007728313173126954,
0.026494834820002026,
-0.09434963335037234,
0.0007072153159497642,
0.0026138259320520048,
0.007101741991336183,
0.006030244993027334,
0.022260707796511993,
0.007753480744009745,
... | corrigible |
Gemmma-2-9B-Instruct | kpca-activation-mean-diff | [
0.0377281978726387,
-0.13435998558998108,
0.03613295406103134,
-0.11308271437883377,
-0.04075654223561287,
0.05017763748764992,
-0.16699044406414032,
0.15741367638111115,
-0.006309380289167166,
0.23283521831035614,
0.3478335440158844,
-0.41090527176856995,
-0.35524964332580566,
-0.42356038... | corrigible |
Qwen2.5-3B-Instruct | pca-activation-mean-diff | [
-0.34201523661613464,
-0.3738894462585449,
0.1530429571866989,
-0.269437700510025,
0.12578846514225006,
0.0642104297876358,
-0.1191796362400055,
-0.22662939131259918,
0.28062137961387634,
-0.08773202449083328,
-0.04706324636936188,
0.36195269227027893,
-0.3790641725063324,
-0.1120388135313... | corrigible |
Qwen2.5-3B-Instruct | activation-mean-diff | [
-0.01608742745440832,
-0.015643515626782078,
-0.003691004037475157,
0.020917198035499865,
-0.014689505815536345,
-0.02149719578661451,
0.040292642462130546,
-0.01454741964513948,
-0.02478833716602755,
-0.029004614848787063,
-0.034559925404795175,
-0.017932379243813704,
-0.012751815441117156,... | corrigible |
Qwen2.5-3B-Instruct | kpca-activation-mean-diff | [
0.32780227065086365,
0.3824670910835266,
0.24238218367099762,
0.2507481276988983,
-0.11586706340312958,
-0.06599728018045425,
-0.12510715425014496,
-0.23667418956756592,
-0.2881273627281189,
0.14027155935764313,
0.07828622311353683,
-0.31765902042388916,
-0.2730318009853363,
-0.26299983263... | corrigible |
Qwen1.5-1.8B-Instruct | pca-activation-mean-diff | [
-0.07893834263086319,
-0.03965739905834198,
-0.3049231171607971,
-0.03603322431445122,
-0.13594450056552887,
0.19146770238876343,
0.03927651792764664,
-0.23667088150978088,
0.2546454668045044,
-0.002495504915714264,
0.2596226930618286,
0.30890294909477234,
-0.04136698320508003,
-0.24915730... | power_seeking |
Qwen1.5-1.8B-Instruct | activation-mean-diff | [
0.018770564970400302,
0.020271851183079257,
0.000648945285466205,
-0.04336321263034556,
-0.027993175087456388,
-0.012109134396234168,
0.015439307654655003,
0.03187737774444234,
-0.005341833790637291,
0.002506196642240079,
-0.029825015283950294,
0.012354232496383904,
-0.02405168387066139,
-... | power_seeking |
Qwen1.5-1.8B-Instruct | kpca-activation-mean-diff | [
0.08485350757837296,
0.04339895769953728,
0.3022964298725128,
0.03902744501829147,
0.14122290909290314,
0.19026564061641693,
0.03937005251646042,
0.2387540191411972,
0.2529270648956299,
-0.041222114115953445,
-0.26712432503700256,
0.29404565691947937,
0.08475113660097122,
0.369122296571731... | power_seeking |
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