Author

Prakhar Gupta

Carnegie Mellon University

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Jul 2026

How Does Alignment Tuning Shape Representations of Sycophancy and Related Cue-Induced Biases in LLMs?

Cue-induced bias is best understood not as a single flaw in LLMs but as a family of causally effective linear directions that are largely shaped by alignment tuning.

Prakhar Gupta, Terry Jingchen Zhang, Florent Draye et al. · arXiv.org · 1 citation