He walked through the empty rooms, the hollow echo of his footsteps amplifying the silence. The demolition crew had already begun their work, the distant rumble of machinery a constant reminder of the impending destruction. The air was thick with the smell of dust and regret. He was supposed to be far away. He was supposed to be starting over. He could not bring himself to leave, to let go of the last vestige of his past. He felt his legs locked in place, unable to take a single step forward.

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