The wallpaper, a faded floral pattern, seemed to inch closer with every sunrise. Eleanor ran a hand through her hair, a nervous habit she’d picked up since they’d moved in. Dust motes danced in the slant of the morning light, illuminating the stagnation of the air. She hadn’t been outside in three days.

“Breakfast?” her brother, Thomas, called from the kitchen. His voice echoed in the cavernous hallway, a sound that bounced back to her, smothering her. She didn’t answer, didn’t move. The house, once filled with the aroma of her grandmother’s baking, now felt like a mausoleum, heavy with unspoken expectations. She couldn’t shake the sense of being held, secured.

She stared out the window, at the overgrown garden, a riot of weeds and forgotten blooms. A bird pecked at the glass, and for a moment, Eleanor envied its freedom.

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