Her voice felt trapped, unable to articulate the truth. The published article, bearing another name, was a monument to her silence. Alice spent the day in a state of quiet desperation, each moment a slow torture.

The quiet, once a sanctuary, now echoed with her frustration. Every object in her house felt like a weight, a burden. She stared at the photographs on the wall, each smiling face a reminder of a life outside of her control.

She sat on the sofa, clutching a pillow. The world outside the window beckoned her to freedom. She sat still, like a statue.

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