A cold sweat slicked down Clara's back. The fluorescent lights of the common room buzzed overhead, amplifying the silence between her and Ben. He was humming, oblivious. She watched him, feeling the room shrink around her, the walls closing in. The innocuous melody grated on her nerves. She wanted to scream, to lash out, but the words caught in her throat. She ran her fingers along the worn spines of the books on the shelf, the familiar touch offering no solace. She felt bound, like a frightened animal.

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