DANGERLENS: Probing Dangerous Representations Hidden by Safety Alignment
DANGERLENS is introduced, a probe that maps hidden states into vocabulary space and uses blinded semantic judgments to distinguish harmful goals and operational means from hazard recognition and safety control and introduces a direct audit of intermediate representations.
Tian-Zhuo Yang, Shao-Heng Yan, Lin Lu et al.
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