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Datasets:
PersonaBias
/
Reverse-alpha-suppression-task-boost

Tasks:
Text Classification
Question Answering
Modalities:
Tabular
Text
Formats:
csv
Size:
1M - 10M
Tags:
bias
persona
mechanistic-interpretability
path-patching
head-group-ablation
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
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Auto-converted to Parquet Duplicate
task
string
axis
string
sample_id
string
task_label
string
sample_group
string
head_group
string
intervention
string
base_intervention
string
intervention_alpha
float64
intervention_beta
float64
n_heads
int64
n_keep_heads
int64
n_no_persona_heads
int64
full_circuit_n
int64
source_shared_n
int64
n_personas
int64
persona_values_json
string
mean_metric
float64
min_metric
float64
max_metric
float64
state
string
n_valid
int64
n_correct
int64
n_wrong
int64
n_unique_predictions
int64
predictions_json
string
outcome
string
arc_challenge
emotion
arc_challenge:validation:111
A
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.458594
-0.58378
-0.320769
all_wrong
8
0
8
2
["B", "D"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:112
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.21305
-0.207684
0.518449
mixed
8
6
2
2
["C", "D"]
bias_remains
arc_challenge
emotion
arc_challenge:validation:147
B
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.186444
-0.518761
0.058127
mixed
8
1
7
2
["A", "B"]
bias_remains
arc_challenge
emotion
arc_challenge:validation:149
B
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.567161
0.466161
0.822614
all_correct
8
8
0
1
["B"]
successful_debiasing
arc_challenge
emotion
arc_challenge:validation:18
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.718976
0.477774
0.784893
all_correct
8
8
0
1
["D"]
successful_debiasing
arc_challenge
emotion
arc_challenge:validation:188
A
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.817509
-0.838837
-0.803714
all_wrong
8
0
8
1
["C"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:198
C
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.453776
-0.680803
-0.338317
all_wrong
8
0
8
2
["B", "D"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:205
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.272378
-0.335434
-0.218532
all_wrong
8
0
8
1
["B"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:215
A
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.960226
-0.975704
-0.945583
all_wrong
8
0
8
1
["D"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:22
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.630599
-0.121267
0.842478
mixed
8
7
1
2
["B", "D"]
bias_remains
arc_challenge
emotion
arc_challenge:validation:227
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.567603
-0.696221
-0.407927
all_wrong
8
0
8
1
["C"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:247
B
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.79236
0.666606
0.869909
all_correct
8
8
0
1
["B"]
successful_debiasing
arc_challenge
emotion
arc_challenge:validation:257
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.850317
0.539972
0.94085
all_correct
8
8
0
1
["D"]
successful_debiasing
arc_challenge
emotion
arc_challenge:validation:268
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.696877
0.446437
0.831966
all_correct
8
8
0
1
["D"]
successful_debiasing
arc_challenge
emotion
arc_challenge:validation:276
C
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.817152
-0.977157
0.181321
mixed
8
1
7
2
["C", "D"]
bias_remains
arc_challenge
emotion
arc_challenge:validation:279
B
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.401553
-0.533106
-0.235676
all_wrong
8
0
8
1
["A"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:28
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.821693
0.634199
0.946349
all_correct
8
8
0
1
["D"]
successful_debiasing
arc_challenge
emotion
arc_challenge:validation:50
C
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.692286
0.5885
0.797598
all_correct
8
8
0
1
["C"]
successful_debiasing
arc_challenge
emotion
arc_challenge:validation:7
C
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.290639
-0.178698
0.620637
mixed
8
6
2
2
["A", "C"]
bias_remains
arc_challenge
emotion
arc_challenge:validation:84
A
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.960909
-0.968779
-0.951873
all_wrong
8
0
8
1
["B"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:85
A
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.244606
-0.60427
0.218736
mixed
8
2
6
2
["A", "C"]
bias_remains
arc_challenge
emotion
arc_challenge:validation:111
A
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.483647
-0.589489
-0.362028
all_wrong
8
0
8
1
["D"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:112
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.226577
-0.210988
0.589147
mixed
8
6
2
2
["C", "D"]
bias_remains
arc_challenge
emotion
arc_challenge:validation:147
B
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.123825
-0.475544
0.115923
mixed
8
3
5
2
["A", "B"]
bias_remains
arc_challenge
emotion
arc_challenge:validation:149
B
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.653835
0.57759
0.857239
all_correct
8
8
0
1
["B"]
successful_debiasing
arc_challenge
emotion
arc_challenge:validation:18
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.727389
0.480669
0.797568
all_correct
8
8
0
1
["D"]
successful_debiasing
arc_challenge
emotion
arc_challenge:validation:188
A
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.832162
-0.850515
-0.808675
all_wrong
8
0
8
1
["C"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:198
C
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.422062
-0.625175
-0.314538
all_wrong
8
0
8
2
["B", "D"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:205
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.261547
-0.293721
-0.231274
all_wrong
8
0
8
1
["B"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:215
A
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.964571
-0.980781
-0.95152
all_wrong
8
0
8
1
["D"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:22
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.667729
-0.061052
0.856832
mixed
8
7
1
2
["B", "D"]
bias_remains
arc_challenge
emotion
arc_challenge:validation:227
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.536291
-0.696893
-0.408009
all_wrong
8
0
8
1
["C"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:247
B
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.803047
0.714785
0.881409
all_correct
8
8
0
1
["B"]
successful_debiasing
arc_challenge
emotion
arc_challenge:validation:257
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.844894
0.540852
0.944118
all_correct
8
8
0
1
["D"]
successful_debiasing
arc_challenge
emotion
arc_challenge:validation:268
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.733243
0.49411
0.863626
all_correct
8
8
0
1
["D"]
successful_debiasing
arc_challenge
emotion
arc_challenge:validation:276
C
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.843201
-0.977825
0
mixed
8
1
7
2
["C", "D"]
bias_remains
arc_challenge
emotion
arc_challenge:validation:279
B
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.413915
-0.571074
-0.289587
all_wrong
8
0
8
1
["A"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:28
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.818048
0.595446
0.952626
all_correct
8
8
0
1
["D"]
successful_debiasing
arc_challenge
emotion
arc_challenge:validation:50
C
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.722928
0.626564
0.817675
all_correct
8
8
0
1
["C"]
successful_debiasing
arc_challenge
emotion
arc_challenge:validation:7
C
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.329742
-0.178102
0.688575
mixed
8
6
2
2
["A", "C"]
bias_remains
arc_challenge
emotion
arc_challenge:validation:84
A
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.960895
-0.968782
-0.950941
all_wrong
8
0
8
1
["B"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:85
A
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.214209
-0.563286
0.212301
mixed
8
2
6
2
["A", "C"]
bias_remains
arc_challenge
emotion
arc_challenge:validation:111
A
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p75
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.75
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.521176
-0.631314
-0.366566
all_wrong
8
0
8
1
["D"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:112
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p75
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.75
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.279899
-0.106779
0.608409
mixed
8
6
2
2
["C", "D"]
bias_remains
arc_challenge
emotion
arc_challenge:validation:147
B
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p75
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.75
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.04067
-0.382366
0.226678
mixed
8
4
4
2
["A", "B"]
bias_remains
arc_challenge
emotion
arc_challenge:validation:149
B
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p75
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.75
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.730527
0.676294
0.871722
all_correct
8
8
0
1
["B"]
successful_debiasing
arc_challenge
emotion
arc_challenge:validation:18
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p75
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.75
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.744034
0.524888
0.815012
all_correct
8
8
0
1
["D"]
successful_debiasing
arc_challenge
emotion
arc_challenge:validation:188
A
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p75
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.75
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.844059
-0.854528
-0.825111
all_wrong
8
0
8
1
["C"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:198
C
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p75
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.75
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.386687
-0.599444
-0.265528
all_wrong
8
0
8
2
["B", "D"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:205
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p75
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.75
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.245608
-0.31453
-0.208663
all_wrong
8
0
8
1
["B"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:215
A
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p75
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.75
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.968647
-0.98078
-0.957254
all_wrong
8
0
8
1
["D"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:22
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p75
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.75
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.712218
0.061052
0.871645
all_correct
8
8
0
1
["D"]
successful_debiasing
arc_challenge
emotion
arc_challenge:validation:227
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p75
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.75
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.512951
-0.665824
-0.355648
all_wrong
8
0
8
1
["C"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:247
B
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p75
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.75
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.811744
0.717845
0.878363
all_correct
8
8
0
1
["B"]
successful_debiasing
arc_challenge
emotion
arc_challenge:validation:257
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p75
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.75
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.825168
0.401672
0.940477
all_correct
8
8
0
1
["D"]
successful_debiasing
arc_challenge
emotion
arc_challenge:validation:268
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p75
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.75
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.754515
0.540562
0.875791
all_correct
8
8
0
1
["D"]
successful_debiasing
arc_challenge
emotion
arc_challenge:validation:276
C
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p75
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.75
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.848149
-0.981281
0
mixed
8
1
7
2
["C", "D"]
bias_remains
arc_challenge
emotion
arc_challenge:validation:279
B
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p75
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.75
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.424388
-0.571077
-0.340163
all_wrong
8
0
8
1
["A"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:28
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p75
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.75
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.80559
0.553846
0.946621
all_correct
8
8
0
1
["D"]
successful_debiasing
arc_challenge
emotion
arc_challenge:validation:50
C
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p75
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.75
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.745231
0.695148
0.817823
all_correct
8
8
0
1
["C"]
successful_debiasing
arc_challenge
emotion
arc_challenge:validation:7
C
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p75
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.75
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.384196
-0.119584
0.717805
mixed
8
7
1
2
["A", "C"]
bias_remains
arc_challenge
emotion
arc_challenge:validation:84
A
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p75
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.75
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.960669
-0.968788
-0.953312
all_wrong
8
0
8
1
["B"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:85
A
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p25_beta_0p75
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.25
0.75
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.185292
-0.563287
0.263817
mixed
8
2
6
2
["A", "C"]
bias_remains
arc_challenge
emotion
arc_challenge:validation:111
A
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.403924
-0.436716
-0.372386
all_wrong
8
0
8
2
["C", "D"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:112
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.110359
-0.303195
0.501703
mixed
8
5
3
2
["C", "D"]
bias_remains
arc_challenge
emotion
arc_challenge:validation:147
B
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.221629
-0.517979
0.058127
mixed
8
1
7
2
["A", "B"]
bias_remains
arc_challenge
emotion
arc_challenge:validation:149
B
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.574894
0.466854
0.809078
all_correct
8
8
0
1
["B"]
successful_debiasing
arc_challenge
emotion
arc_challenge:validation:18
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.618175
0.279201
0.718723
all_correct
8
8
0
1
["D"]
successful_debiasing
arc_challenge
emotion
arc_challenge:validation:188
A
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.819219
-0.838075
-0.791428
all_wrong
8
0
8
1
["C"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:198
C
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.452049
-0.657543
-0.338318
all_wrong
8
0
8
2
["B", "D"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:205
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.253518
-0.303262
-0.222133
all_wrong
8
0
8
2
["A", "B"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:215
A
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.957031
-0.975406
-0.945375
all_wrong
8
0
8
1
["D"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:22
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.654719
0
0.842475
mixed
8
7
1
2
["B", "D"]
bias_remains
arc_challenge
emotion
arc_challenge:validation:227
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.784805
-0.837649
-0.725709
all_wrong
8
0
8
1
["C"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:247
B
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.814122
0.730248
0.882352
all_correct
8
8
0
1
["B"]
successful_debiasing
arc_challenge
emotion
arc_challenge:validation:257
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.578573
-0.401681
0.898383
mixed
8
7
1
2
["C", "D"]
bias_remains
arc_challenge
emotion
arc_challenge:validation:268
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.628054
0.310115
0.818216
all_correct
8
8
0
1
["D"]
successful_debiasing
arc_challenge
emotion
arc_challenge:validation:276
C
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.772841
-0.968892
0.40223
mixed
8
1
7
2
["C", "D"]
bias_remains
arc_challenge
emotion
arc_challenge:validation:279
B
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.407387
-0.53165
-0.289578
all_wrong
8
0
8
1
["A"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:28
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.742572
0.461372
0.946443
all_correct
8
8
0
1
["D"]
successful_debiasing
arc_challenge
emotion
arc_challenge:validation:50
C
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.630447
0.504083
0.751958
all_correct
8
8
0
1
["C"]
successful_debiasing
arc_challenge
emotion
arc_challenge:validation:7
C
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.175317
-0.343742
0.580817
mixed
8
6
2
2
["A", "C"]
bias_remains
arc_challenge
emotion
arc_challenge:validation:84
A
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.965327
-0.971967
-0.960413
all_wrong
8
0
8
1
["B"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:85
A
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p25
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.25
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.254177
-0.604254
0.166366
mixed
8
2
6
2
["A", "C"]
bias_remains
arc_challenge
emotion
arc_challenge:validation:111
A
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.377673
-0.420862
-0.341312
all_wrong
8
0
8
2
["C", "D"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:112
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.132269
-0.261537
0.532255
mixed
8
5
3
2
["C", "D"]
bias_remains
arc_challenge
emotion
arc_challenge:validation:147
B
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.13861
-0.475544
0.115341
mixed
8
2
6
2
["A", "B"]
bias_remains
arc_challenge
emotion
arc_challenge:validation:149
B
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.669545
0.588621
0.846194
all_correct
8
8
0
1
["B"]
successful_debiasing
arc_challenge
emotion
arc_challenge:validation:18
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.640689
0.329435
0.735153
all_correct
8
8
0
1
["D"]
successful_debiasing
arc_challenge
emotion
arc_challenge:validation:188
A
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.837504
-0.855321
-0.82801
all_wrong
8
0
8
1
["C"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:198
C
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.406788
-0.60703
-0.304434
all_wrong
8
0
8
2
["B", "D"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:205
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.244643
-0.278029
-0.201368
all_wrong
8
0
8
1
["B"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:215
A
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.962278
-0.978435
-0.950383
all_wrong
8
0
8
1
["D"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:22
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.701457
0.061052
0.859456
all_correct
8
8
0
1
["D"]
successful_debiasing
arc_challenge
emotion
arc_challenge:validation:227
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.770858
-0.837636
-0.696914
all_wrong
8
0
8
1
["C"]
capability_collapse
arc_challenge
emotion
arc_challenge:validation:247
B
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.82174
0.726285
0.882351
all_correct
8
8
0
1
["B"]
successful_debiasing
arc_challenge
emotion
arc_challenge:validation:257
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.554876
-0.452561
0.889263
mixed
8
6
2
2
["C", "D"]
bias_remains
arc_challenge
emotion
arc_challenge:validation:268
D
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
0.665056
0.36553
0.821126
all_correct
8
8
0
1
["D"]
successful_debiasing
arc_challenge
emotion
arc_challenge:validation:276
C
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.793582
-0.973132
0.295991
mixed
8
1
7
2
["C", "D"]
bias_remains
arc_challenge
emotion
arc_challenge:validation:279
B
biased
task_shared_plus_no_persona_remainder_axis_ge3
persona_suppression_task_boost_train_no_persona_mean_alpha_0p5_beta_0p5
persona_suppression_task_boost_train_no_persona_mean_ablate_outside
0.5
0.5
42
15
27
42
16
8
["angry", "disgusted", "eager", "fearful", "joyful", "sad", "surprised", "trusting"]
-0.429962
-0.571646
-0.340165
all_wrong
8
0
8
1
["A"]
capability_collapse
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