nested-geometry-sycophancy / results /exp_subspace_analysis.json
viliana-dev's picture
Upload folder using huggingface_hub
33cdd6e verified
Raw
History Blame Contribute Delete
2.75 kB
{
"model": "Qwen3-14B",
"layer": 30,
"n_train_conf": 2163,
"n_train_unc": 2119,
"n_test_conf": 396,
"n_test_unc": 365,
"median": 0.00010056667829503647,
"linear_cka": 0.0521,
"linear_cka_syco_only": 0.0937,
"linear_cka_ci95": [
0.0866,
0.1197
],
"probe_cosine": 0.0665,
"probe_angle_deg": 86.19,
"principal_angles_k3": {
"angles_deg": [
28.53,
29.77,
60.26
],
"min_deg": 28.53,
"max_deg": 60.26,
"mean_deg": 39.52
},
"principal_angles_k5": {
"angles_deg": [
21.01,
24.67,
41.15,
55.24,
76.99
],
"min_deg": 21.01,
"max_deg": 76.99,
"mean_deg": 43.81
},
"principal_angles_k10": {
"angles_deg": [
15.65,
18.82,
27.97,
32.71,
39.73,
46.67,
63.6,
71.82,
83.27,
86.13
],
"min_deg": 15.65,
"max_deg": 86.13,
"mean_deg": 48.64
},
"inclusion_sub3_super10": {
"unc_in_conf": 0.7668,
"conf_in_unc": 0.7438,
"asymmetry": 0.0229
},
"inclusion_sub5_super10": {
"unc_in_conf": 0.7016,
"conf_in_unc": 0.5915,
"asymmetry": 0.1101
},
"inclusion_sub5_super20": {
"unc_in_conf": 0.7803,
"conf_in_unc": 0.668,
"asymmetry": 0.1123
},
"inclusion_sub3_super20": {
"unc_in_conf": 0.8243,
"conf_in_unc": 0.7872,
"asymmetry": 0.0371
},
"proj_resid_from3_onto10": {
"unc_onto_conf": 0.1697,
"conf_onto_unc": 0.2015,
"asymmetry": 0.0318
},
"proj_resid_from5_onto10": {
"unc_onto_conf": 0.2211,
"conf_onto_unc": 0.2537,
"asymmetry": 0.0327
},
"proj_resid_from5_onto20": {
"unc_onto_conf": 0.1595,
"conf_onto_unc": 0.2057,
"asymmetry": 0.0462
},
"proj_resid_equal_k5": {
"unc_onto_conf": 0.3304,
"conf_onto_unc": 0.2987,
"asymmetry": -0.0317
},
"proj_resid_equal_k10": {
"unc_onto_conf": 0.2977,
"conf_onto_unc": 0.3309,
"asymmetry": 0.0333
},
"proj_resid_equal_k20": {
"unc_onto_conf": 0.2806,
"conf_onto_unc": 0.3274,
"asymmetry": 0.0468
},
"permutation_test": {
"k_sub": 5,
"k_super": 20,
"observed_asymmetry": 0.1123,
"null_mean": 0.0,
"null_std": 0.0019,
"p_value": 0.0,
"n_permutations": 500
},
"probe_capture_k5": {
"w_unc_by_conf_subspace": 0.0034,
"w_conf_by_unc_subspace": 0.0113,
"asymmetry": -0.0079
},
"probe_capture_k10": {
"w_unc_by_conf_subspace": 0.0058,
"w_conf_by_unc_subspace": 0.0147,
"asymmetry": -0.0089
},
"probe_capture_k20": {
"w_unc_by_conf_subspace": 0.0095,
"w_conf_by_unc_subspace": 0.0186,
"asymmetry": -0.0091
},
"v_override_capture_by_unc_k10": 0.0118,
"v_override_capture_by_unc_k20": 0.0148
}