Decoding Hidden Deception in Reasoning LLMs: Activation Explainers for Deception Auditing

Kexin Chen, Yi Liu, Haonan Zhang +3

As LLMs acquire stronger reasoning capabilities, deceptive behavior becomes an increasingly serious safety concern. Existing deception monitors either score visible transcripts or…