The flickering candlelight cast long shadows across the room as Sarah read. “Visit the pyramids.” Her grandmother, a woman who rarely left her small town. Sarah felt a peculiar combination of guilt and irritation.

She walked through the house, each room echoing with the ghosts of the past. Her own life, the relentless cycle of work and obligation, pressed down on her. The house, once a source of comfort, now felt like a constraint.

She could picture herself there, at the pyramids. She could almost feel the sun. But the image vanished quickly, replaced by the reality of her obligations. She sighed, her shoulders slumping.

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