When AI gets Personal: Employee emotional responses to anthropomorphic AI agents in a virtual workspace

Anand P.A. van Zelderen , Sinuo Wu , Gergely Koszo , Jochen I. Menges
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Abstract

Understanding how AI influences employee emotions is becoming critical as organizations prepare for widespread AI agent deployment. While existing research has explored human-AI interactions in corporate settings, little is known about how employees emotionally navigate relationships with AI agents exhibiting distinct personality traits. This empirical study examines white-collar employees' emotional responses while interacting with three generative AI agents in a virtual workspace, revealing novel social dynamics enabled by AI technologies. Using qualitative methods and inductive analysis, our findings show that anthropomorphic AI agents evoke a broad spectrum of emotions, from connection and contentment to amusement and frustration, extending beyond those typically triggered by web-based AI agents. Notably, participants experienced new emotional subsets, including unique manifestations of relational assurance and perceived worthlessness, which introduces new emotional subcategories within established frameworks.
Moreover, the visual embodiment of AI agents in virtual workspaces significantly shapes user expectations and satisfaction. While a more human-like appearance can enhance engagement, it also introduces risks—a mismatch between an AI's visual representation and its actual behavior can heighten disappointment if the AI fails to meet human-like expectations. As organizations integrate AI agents into the workplace, our findings provide key insights for designing effective human-AI interactions. We emphasize the importance of human-centered design approaches that foster, rather than hinder, employee engagement, ensuring AI contributes positively to corporate environments.
当人工智能变得个人化:员工对虚拟工作空间中拟人化的人工智能代理的情绪反应
随着组织为广泛部署人工智能代理做准备,了解人工智能如何影响员工情绪变得至关重要。虽然现有的研究已经探索了企业环境中人类与人工智能的互动,但人们对员工如何在情感上与表现出鲜明个性特征的人工智能代理打交道知之甚少。本实证研究考察了白领员工在虚拟工作空间中与三个生成式人工智能代理互动时的情绪反应,揭示了人工智能技术带来的新型社会动态。通过定性方法和归纳分析,我们的研究结果表明,拟人化人工智能代理唤起了广泛的情感,从联系和满足到娱乐和沮丧,超出了基于网络的人工智能代理通常引发的情感。值得注意的是,参与者经历了新的情感子集,包括关系保证和感知无价值的独特表现,这在既定框架内引入了新的情感子类别。此外,人工智能代理在虚拟工作空间中的视觉体现显著地塑造了用户的期望和满意度。虽然更像人类的外观可以增强用户粘性,但它也会带来风险——如果人工智能的视觉表现和实际行为之间的不匹配,如果人工智能不能满足人类的期望,就会加剧人们的失望。随着组织将人工智能代理集成到工作场所,我们的研究结果为设计有效的人类与人工智能交互提供了关键见解。我们强调以人为本的设计方法的重要性,以促进而不是阻碍员工敬业度,确保人工智能对企业环境做出积极贡献。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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