The small, cramped room pressed in on her. Her mother’s meticulous files, organized by grade and subject, filled every available space. Each paper, each faded photograph, was a tether. She reached out and touched a drawing of a smiling sun, the childish glee a painful reminder of her lost innocence. She was unable to get away from the memory.

She felt a panic rising within her. Her breath hitched. She needed to be somewhere else, anywhere else. She grabbed her keys and rushed outside, the fresh air offering a small measure of relief. She drove, not knowing where she was going, just needing to keep moving.

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