He stared at the menu taped to his refrigerator, a relic from "Sushi Zen." The ink seemed to mock him. His routine, meticulously crafted over years, felt suddenly fragile, like a house of cards about to collapse.

He felt a tingling in his fingers, a restless energy he couldn’t channel. He paced the small confines of his apartment, the walls seeming to press closer with each step. He'd lost something, and he didn't even know what. He just knew it was gone.

He ran his hand across his stubble, a gesture of agitation. The quiet was unbearable, the silence a constant reminder of the gaping hole in his life. He hated the walls closing in.

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