The old quilt, painstakingly sewn by her great-grandmother, lay folded on the bed. Her sister, a whirlwind of practical energy, was insistent. “It’s just fabric, Maya. We need the money for the renovations.”

Maya traced the intricate patterns of the quilt, each stitch a memory. Her fingers trembled. The air in the room felt thick, heavy. Her chest felt constricted, as if a weight was pressing down on her.

She looked at her sister, her mouth opening but no sound coming out. The words lodged in her throat, a jumble of protest and despair. The colors of the quilt suddenly blurred, the room swaying.

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