The phone slipped from his numb fingers, landing with a soft thud on the rug. James stared at the ceiling, the news already beginning to sink in. All of his plans, his ambitions - gone.

The silence of his apartment seemed to amplify the pounding in his head. Every step he took felt laborious, slow. He dragged himself to the kitchen, seeking something to eat, but his appetite had vanished.

He ran his fingers through his hair. His future, previously bright, had suddenly become a dark, impenetrable maze. He felt a sense of paralysis, an inability to move forward, a sense of having been stopped in his tracks.

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