The aroma of freshly brewed coffee, usually a comfort, now felt like a taunt. Sarah stared at the two invitations, the conflicting dates a stark reminder of her paralysis. A deep unease had taken root inside of her.

She had been avoiding social interaction, seeking refuge in the solitude of her apartment. But now, even that felt stale, the walls closing in on her. She had a persistent feeling of being trapped.

She stared out the window, watching the birds fly freely. She longed for that freedom, that lightness. Every day felt the same, a relentless cycle she couldn't break free from. The world felt distant, muted, beyond her reach.

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