Cross-Model Generalization of Mechanistic-Interpretability Probes

Abstract

A reproduction-first audit of activation-probing methods across model families. We examine how response generation, activation-site selection, probe design, and operating thresholds affect the scope of generalization claims. Each target model receives a newly fitted probe; the study does not test zero-shot transfer of probe weights.