"No," whispered Sarah, the word catching in her throat. She crumpled the letter, the paper crackling like a death knell. She dropped it to the floor. The apartment seemed different, the familiar clutter suddenly menacing.

The walls pressed close. She could feel the blood thrumming in her ears. Each object – the worn sofa, the chipped teacup – suddenly seemed heavy with judgment, each echoing a silent condemnation. She felt a burning sensation in her eyes, a prelude to tears.

Her legs felt like lead. She slumped onto the floor, the cold linoleum offering no comfort. The world narrowed, the confines of her small apartment became the entirety of her world. She felt a tightening in her chest, a physical restriction.

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