The late afternoon sun cast long shadows across the dusty bank branch. Eleanor clutched the statement, the numbers swimming before her eyes. Hundreds of thousands. Her fingers felt numb, as if she were handling something frozen solid.

She stared at the teller, a young woman with a bored expression, and fought the urge to burst into tears. Her husband, Richard, had always been meticulous with money, but this…this was a different scale altogether. He’d told her they were comfortably off. They were to be secure. The thought of confronting him churned in her stomach.

She walked out into the heat, the city air suddenly oppressive. The weight in her chest was immense. She needed air, to feel like she could breathe again.

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