The fluorescent lights of the accounting department hummed, a monotonous drone that seemed to burrow into Elias’s skull. His new cubicle, a beige box, felt smaller than his old one, a cramped enclosure. He stared at the spreadsheets on his monitor, the numbers blurring, meaningless strings. He ran a hand through his hair, a nervous gesture he’d developed in the past week. Every breath felt shallow, as if the air itself was thick and unyielding. The silence, punctuated only by the staccato clicks of keyboards, was suffocating. He missed the boisterous energy of the marketing team, the camaraderie, the constant buzz of creativity.

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