The porcelain doll, her childhood companion, sat on the shelf, its painted eyes staring blankly ahead. Her stepmother, a woman of ruthless ambition, had made the pronouncement. "It's time, Alice. We're downsizing."

Alice felt the color drain from her face. She felt a sharp, sudden pain in her chest, as if something had snapped. She stared at the doll, a flood of memories washing over her.

She felt a strange disconnect, like she was witnessing her own life from afar. The elegant lines of the living room, once a source of comfort, now seemed like a prison. She could barely manage to breath.

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