The weight on her chest was unbearable. She tried to swallow it down, but it wouldn't go. She walked around the apartment, touching the walls, running her hand along the window frames, as if she were trying to memorize every detail.

She had always loved the sunlight that streamed into the living room in the afternoon. Now, it felt oppressive, too bright. The walls felt like they were closing in, the air thick and heavy.

She sat on the floor, curling up into a ball, pulling her knees to her chest. She closed her eyes. The sound of her own heartbeat was loud in her ears, a frantic drumbeat against the silence of the room.

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