Geometry-Lite: Interpretable Safety Probing via Layer-Wise Margin Geometry

Woo Seob Sim, Yu Rang Park

Prompt-level safety probes for large language models use hidden-state representations to separate safe from unsafe prompts, but strong average detection performance does not explai…