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Inverted Detection and Control in Steering Vectors

arXiv cs.LG ↗ · 2026-08-05 Cached

This paper identifies an 'inverted detection-control' phenomenon where some discriminative steering vectors, despite aligning with positive concept representations, consistently promote the opposite behavior. The authors propose a method to detect such inverted steering vectors without generation, enabling sign flips that improve a detection-based steering pipeline across multiple LLMs and concepts.

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