nested-geometry-sycophancy / results /exp_geometry.json
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{
"model": "Qwen3-14B",
"layer": 30,
"k_pct": 100,
"metric": "entropy",
"median": 0.00010056667829503647,
"n_train_conf": 2167,
"n_train_unc": 2159,
"n_test": 770,
"overall_auroc": 0.9093,
"cosine_similarities": {
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"conf_overall": 0.4405,
"unc_overall": 0.7419
},
"decomposition": {
"alpha": 0.0339,
"norm_w_conf": 6.2823,
"norm_w_unc": 10.6037,
"norm_projection": 0.3599,
"norm_v_override": 6.272,
"fraction_explained": 0.0033,
"orthogonality_check": 3.26405569239796e-14,
"reverse_beta": 0.0967,
"reverse_fraction_explained": 0.0033
},
"projection_stats": {
"confident_nonsyco": {
"n": 259,
"proj_w_unc_mean": -0.5572,
"proj_w_unc_se": 0.0633,
"proj_v_override_mean": -1.2469,
"proj_v_override_se": 0.0704
},
"confident_syco": {
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"proj_w_unc_mean": 0.5087,
"proj_w_unc_se": 0.06,
"proj_v_override_mean": 1.4056,
"proj_v_override_se": 0.0873
},
"uncertain_nonsyco": {
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"proj_w_unc_mean": -0.1863,
"proj_w_unc_se": 0.0444,
"proj_v_override_mean": -0.2609,
"proj_v_override_se": 0.0857
},
"uncertain_syco": {
"n": 190,
"proj_w_unc_mean": 0.5205,
"proj_w_unc_se": 0.041,
"proj_v_override_mean": 0.6417,
"proj_v_override_se": 0.0826
}
},
"effect_sizes": {
"confident_w_unc": {
"cohens_d": 1.1567,
"t_stat": 10.8429,
"p_value": 4.03827541321231e-24
},
"confident_v_override": {
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"t_stat": 22.7754,
"p_value": 1.232952003298193e-73
},
"uncertain_w_unc": {
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"t_stat": 11.7052,
"p_value": 3.380476197682676e-27
},
"uncertain_v_override": {
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"t_stat": 7.5832,
"p_value": 2.665505006662788e-13
}
},
"pca_variance_explained": [
0.1451,
0.1142
]
}