Heaviness settled on Mark's chest as he waited in the reception area. The sterile white walls, the bland artwork – it all felt designed to amplify his anxiety. The receptionist, a woman with a strained smile, called his name. "Dr. Peterson will see you now." He stood, his legs feeling like lead. He wasn't sure what he'd expected, but it certainly wasn't *him*. "Mark?" A voice, familiar and yet subtly different. It was David, the kid who used to steal his lunch money and call him names. Now, David was a therapist. A cold dread, a feeling of being completely circumscribed, began in Mark's gut.

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