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Activation Vector Steering: Precisely Controlling Large Language Model Behavior via Representation Engineering

Activation steering technology controls model behavior by adding guiding vectors to the internal activations of large language models during inference, providing a powerful tool for research on model interpretability and controllability. This article introduces two implementation paths and their applications.

激活操控表示工程模型可解释性LLM控制引导向量机械可解释性
Published 2026-04-07 09:14Recent activity 2026-04-07 09:18Estimated read 1 min
Activation Vector Steering: Precisely Controlling Large Language Model Behavior via Representation Engineering
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Section 01

导读 / 主楼:Activation Vector Steering: Precisely Controlling Large Language Model Behavior via Representation Engineering

Introduction / Main Post: Activation Vector Steering: Precisely Controlling Large Language Model Behavior via Representation Engineering

Activation steering technology controls model behavior by adding guiding vectors to the internal activations of large language models during inference, providing a powerful tool for research on model interpretability and controllability. This article introduces two implementation paths and their applications.