The familiar scent of chalk and stale milk triggered a wave of nausea. The notice on the fridge. Mrs. Davis. The woman who had made him feel like a failure, who had mocked his artistic ambitions. Now his daughter, Chloe, was in her class. Mark’s chest felt constricted, as if an invisible band was tightening around him.

He slammed the door of his car and drove aimlessly, the streets blurring into a monotonous pattern of houses and trees. He felt an intense need to escape, to sever the connection to this place, to this teacher. The weight of his past felt crushing.

He felt the phone vibrating in his pocket. He ignored it. It was his wife. She wanted to know if he was going to Chloe's art show. He took another right turn.

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