He’d always been a creature of habit. The morning coffee, the evening news, the late-night work calls. Sarah watched Michael’s routine with a detached sort of weariness. Tonight, though, the routine was off. He’d gone outside to take the call – the one with the anonymous number flashing across the screen. Her palms were clammy. The kitchen clock ticked loudly in the sudden silence of the house. She rinsed a dish, the cool water doing nothing to soothe the heat rising in her face. Why couldn't things ever change?

Emotion: stuck

Cluster: Sadness / Despair
PC1 (Valence): -2.17 Negative
PC2 (Disposition): -0.72

Role in Research

This story is one of 1,000 stories generated for the emotion stuck. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 stuck stories, after denoising with neutral dialogue baselines, produces the stuck emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stuck vector is projected through the unembedding matrix.

Promoted:
S0.487
缺乏0.401
L0.361
每天0.348
stagn0.348
Suppressed:
l-0.472
la-0.346
随后-0.322
undamaged-0.268
C-0.263