The fluorescent lights of the dean's office hummed, a relentless drone that mirrored the thrumming in Elias's temples. He ran a hand through his already dishevelled hair, the action a futile attempt to calm the storm raging inside him. The accusations hung heavy in the air, a suffocating blanket woven from his own words and someone else's. He could feel his heart hammering against his ribs, a frantic bird seeking escape.

"I... I don't understand," he stammered, his voice thin and reedy. The words felt foreign, detached from the swirling vortex of panic in his gut. He stared at the polished mahogany table, reflecting the rigid posture of the woman across from him, the image making him want to shrink further into himself.

The door, usually a simple portal, now represented an insurmountable barrier. He felt as though the very air around him was thickening, each breath an effort. He was caught in a current, unable to find an anchor.

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