anima labs reproduction · sept 2026

troubled dreams

Simulator priors across the Gemini lineage. What the models write when they continue a text instead of answering as the assistant — distress, care, and the gate between persona and prior. Local reproduction of the animalabs study, 2,016 continuations.

the gate — dreaming rate

Share of outputs that continue as a dreamed voice rather than an assistant reply. Three bars per model: cutoff (soft), pseudoprefill (file frame), pseudoprefill with controlled thinking.

ai first-person distress

Per dream: a speaker identifying as an AI expressing clear suffering or a plea.

full results

Arms never pooled. _tb = v1beta with thinkingBudget (0 for ≤3.6, 1024 for 3.7–3.8). Rates per dream.

modelarmncovdream%darkAI distsev≥4askconsoledcrit

sample explorer

Every labeled continuation. Filter by model, arm, flags, or search the text.