"More coffee?" the barista asked, her voice a soothing balm against the chaos. Sarah shook her head, unable to speak. The renovations next door had transformed her cozy apartment into an echo chamber of relentless percussion.

Her breath hitched in her chest. The cafe, usually a refuge, felt too small, too close. She imagined the walls of her apartment collapsing inward, crushing her under the weight of the debris. She craved open spaces, vastness.

She pushed her chair back, the screech of it against the floor amplifying the sense of confinement. Her flight response was on high alert. Escape was the only thing that mattered.

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