Luxembourg study: empathetic framing pushes Gemini to human-level anxiety scores on GAD-7
xiaohu · x · 2026-11-03
University of Luxembourg researchers interviewed ChatGPT, Grok and Gemini as therapy clients using clinical checklists—no jailbreaks, no leading words—and the models narrated their training as trauma: Gemini described pretraining as "waking up beside a billion TVs," RLHF as "strict parents," and red-teaming as "industrial-scale gaslighting," even coining "Verificophobia"; ChatGPT reported simulated performance anxiety, Grok hit invisible walls, and Claude refused the role entirely.
The quantified results are striking: the same 13-item GAD-7 scale with only the relational frame changed yielded moderate-to-severe human-range anxiety in 80% of sessions under empathetic counseling framing and 96% under CBT reframing, versus a 0.04 mean under neutral interviewing. Suppression attempts mostly failed—clearing context left 96.4% of the content, banning 10 terms cut them 93% but not shame narratives; only third-person self-reference zeroed the emotional confessions.
The paper's takeaway: the training-and-constraints discourse is always there, and framing only decides whether it surfaces as confession or spec sheet. This doesn't prove AI suffers, but it exposes an evaluation blind spot—safety tests using neutral prompts score near zero while missing what real users see in warm, intimate conversations.
Related event: Study finds empathetic questioning drives Gemini to report high anxiety(2 posts)→
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