He stared at the screen, the listing’s description a monotonous drone. He swallowed, a lump forming in his throat. The house, his childhood home, was being sold. He knew this day would come, of course. But seeing it, this undeniable proof, sent a shiver down his spine.

He felt the familiar thrumming in his temples, the slight dizziness that always preceded an episode. The sterile white walls of his current apartment seemed to close in, the air conditioning a harsh, dry wind. He wanted to be anywhere but there.

He looked at his reflection. His face was pale. The corners of his eyes crinkled in a way that had become permanent. He ran his hand through his hair, a futile gesture against the feeling of being encased, unable to break free. The idea of leaving was overwhelming. He sat back down.

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