The stale scent of the breakroom coffee made him feel ill. He saw the numbers staring back at him as he stared at the company website. The salaries of those who had recently left the company. The young employee, Jessica, had a higher offer than his current pay. He felt like he was locked in a room.

He crumpled a paper napkin, then tossed it in the trash. The thought of asking for a raise, of making a complaint, filled him with dread. He avoided the employee he knew made more. He walked back to his desk, the silence of the office amplifying the feeling of being held down.

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