Knowing without Acting: The Disentangled Geometry of Safety Mechanisms in Large Language Models

Jinman Wu, Yi Xie, Shen Lin +2

Safety alignment is often conceptualized as a monolithic process wherein harmfulness detection automatically triggers refusal. However, the persistence of jailbreak attacks suggest…