She found herself in her childhood bedroom, the wallpaper peeling, the air thick with the scent of mothballs and regret. The letter arrived like a death sentence. The scholarship, the escape route, had been a mirage. Now, the familiar walls seemed to close in on her. The posters she had brought to college were lying on the floor. Her hands shook as she picked them up and started to roll them up. She felt a growing pressure inside her chest, a physical sensation that threatened to constrict her breath. She didn't want to leave, but she could not stay. She was starting to get very, very hot.

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