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Sampling Reveals Style: Unsupervised, Training-Free Discovery of Prompt-Conditional Stylistic Axes in LLM Activations

arXiv cs.CL ↗ · 2026-09-18 Cached

This paper introduces an unsupervised, training-free approach to discover prompt-conditional stylistic axes in LLM hidden activations using sampling and PCA, validated through human studies.

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