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paperarXivTrust 82 · PrimaryPublished 1mo agoLive · 1mo ago

Can Induced Emotion Bias LLM Behaviors in Sequential Decision Making?

As Large Language Models (LLMs) are increasingly deployed as autonomous agents in high-stakes domains, understanding contextual factors that may modulate their decision-making becomes critical. While LLMs are trained to perceive and resonate with users' emotions, it remains unclear whether induced emotion can influence their sequential decision-making. We investigate this question using the Iowa Gambling Task (IGT), a classic psychological paradigm for studying decision-making under uncertainty, combined with an imagination-based emotion induction procedure. We first validate the feasibility o

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  • LinkedLinked via arxiv author · 85%Minh Khoi Ho

    Can Induced Emotion Bias LLM Behaviors in Sequential Decision Making?

  • LinkedLinked via arxiv author · 85%Zihao Zhu

    Can Induced Emotion Bias LLM Behaviors in Sequential Decision Making?

  • LinkedLinked via arxiv author · 85%Runchuan Zhu

    Can Induced Emotion Bias LLM Behaviors in Sequential Decision Making?

  • LinkedLinked via arxiv author · 85%Levina Li

    Can Induced Emotion Bias LLM Behaviors in Sequential Decision Making?

  • LinkedLinked via arxiv author · 85%Zhiwen Fan

    Can Induced Emotion Bias LLM Behaviors in Sequential Decision Making?

  • LinkedLinked via arxiv author · 85%Zhangyang Wang

    Can Induced Emotion Bias LLM Behaviors in Sequential Decision Making?

  • LinkedLinked via arxiv author · 85%Junyuan Hong

    Can Induced Emotion Bias LLM Behaviors in Sequential Decision Making?

  • FuzzyOverlapping authors or contributors · 62%bytedance/deer-flow

    Shared author/contributor keys: wang

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