"Another day, another bill," sighed Chloe, her voice flat, as she sorted through the mail. She tossed the junk mail onto the cluttered counter, a physical representation of the feeling of being overwhelmed. The room seemed to shrink, the walls closing in.

Mr. Peterson, the man next door, was a jovial fellow, always quick with a smile and a wave. His little cottage seemed as unassuming as he was.

Then Chloe saw the moving van. It wasn't the usual type; it was a high-end, specialized one, the kind used for valuable antiques and artwork. Her breath hitched.

The following week, she saw Mr. Peterson's house transformed, the old cottage renovated with a pristine, modern facade. The realization pressed down on her, an unwelcome pressure.

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