Author

Siteng Chang

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Preprint Aug 2026

Controllable Affective Generation via Latent Vector Steering

Large Language Models (LLMs) often produce emotionally flattened responses after alignment, limiting their effectiveness in affect-sensitive applications. In this paper, we propose EmoVec, a lightweight framework for controllable affective generation via latent vector steering. EmoVec extracts emotion-specific directio...

Xixian Yong, Siteng Chang, Ying-Ying Zhang et al. · 0 citations