The bus rumbled along, each jarring movement a reminder of the rut she felt she was in. Every day was the same commute, the same job, the same crushing sense of inevitability. She’d bought *Beloved* at a thrift store, hoping to find a story that would transport her.

A small, folded piece of paper slipped from the pages. The handwriting was shaky, the ink faded. The writer detailed the daily struggle, the limited opportunities, the relentless grip of circumstance. The words resonated with a pain she knew all too well. A heavy sensation settled in her stomach, the feeling of being held in place, frozen, unable to move forward.

Emotion: trapped

Cluster: Sadness / Despair
PC1 (Valence): -3.02 Negative
PC2 (Disposition): -0.80

Role in Research

This story is one of 1,000 stories generated for the emotion trapped. 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 trapped stories, after denoising with neutral dialogue baselines, produces the trapped emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
S0.573
ness0.401
无法0.366
hopeless0.360
😞0.353
Suppressed:
la-0.740
de-0.376
l-0.339
several-0.323
excitedly-0.322