The news felt like a physical blow. James had barely processed the email before his phone started blowing up. He shut his office door, but the sound of frantic voices still filtered through. The walls of his office felt like they were shrinking, closing in on him.

He felt pinned down, suffocated by the uncertainty of it all. He thought about his growing family and the financial obligations he had. A wave of panic washed over him, a cold sweat breaking out on his forehead.

He looked at the framed photo of his kids on his desk. He felt a profound sense of helplessness. Every breath felt like an effort. He was caught in a current, unable to break free.

He stood up, pacing his small office, unable to find any comfort, any escape.

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