The listing loomed, an unavoidable truth. He'd stumbled upon it by accident, a random click leading him to the website. His stomach churned. The house, once a sanctuary, now a symbol of all he’d failed to achieve.

He found himself pacing the small living room of his studio apartment, his steps erratic and agitated. The walls seemed to close in, the familiar clutter suddenly oppressive. He fought the urge to rip his hair out.

He stopped, staring out the window at the cityscape, the endless expanse of concrete and glass. There was a knot in his chest. He felt as if he were buried under an avalanche of obligation, of expectation, of a life he never wanted. He couldn't move.

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