"Everything is fine," she repeated to herself, a mantra in her head. She clutched the realtor’s glossy brochure, her knuckles white. The pictures depicted pristine kitchens, gleaming appliances, and smiling couples. It made her stomach churn.

Her current kitchen was small, the linoleum cracked, but it was hers. Her own mismatched mugs lined the windowsill. Each flaw was a comfort, a piece of her history. Now, that history was being rewritten, sanitized, and sold.

She gripped the brochure tighter, crumpling it slightly. The scent of freshly brewed coffee, usually a source of pleasure, now made her feel a sense of dread. The air felt thin, like she was struggling to breathe.

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