He sat on the fire escape, the city lights blurring below. He'd gone out there every night since the news broke. The thin metal beneath him offered little comfort, but the air felt more free. The building loomed behind him, a dark, imposing silhouette against the neon glow.

The stale scent of the city, the distant rumble of traffic, the persistent hum of the refrigerator in his apartment – all of it seemed to amplify the feeling in his chest. A tightness, a weight, a heavy cloak he couldn’t shrug off. He lit a cigarette, the ember a tiny spark against the vast darkness, and watched the smoke dissipate, gone.

He knew he should be doing something, anything, but the energy to do so was somehow absent.

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