Agnes paced the confines of the living room, the Persian rug feeling worn and unfamiliar under her feet. Sunlight streamed through the bay window, highlighting dust motes dancing in the air, mocking the illusion of cleanliness she desperately craved. Three weeks. Three weeks she’d been here, and the walls, the very air, seemed to suffocate her. She yanked at the ornate, gilded frame of a painting that had always bothered her, a landscape of rolling hills that felt suffocatingly peaceful. Behind it, a seam.

The house had a history, that much was clear. Old homes whispered secrets, she knew that much. Her pulse quickened as she ran her fingers along the edge of the paneling, finding a small indentation. With a click, the wall sprang open, revealing a narrow staircase descending into shadow. The cool air that drifted up from below felt like a phantom limb, promising something beyond the suffocating confines of the present.

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