Polarity-Aware Probing for Quantifying Latent Alignment in Language Models

Sabrina Sadiekh, Elena Ericheva, Chirag Agarwal

Advances in unsupervised probes such as Contrast-Consistent Search (CCS), which reveal latent beliefs without relying on token outputs, raise the question of whether these methods…