"More coffee?" the barista asked, his voice a drone. Amelia shook her head, the offer a kind of torment. She'd been sitting at the same table in the bustling café for hours, the sterile white of the walls and the sugary sweetness of the air doing nothing to soothe the gnawing unease. The letter sat in front of her. Her father, the distant, stoic architect, had another child.

She felt like a helium balloon tethered to a weight. Every breath felt shallow. She craved escape, a release. She abruptly stood, knocking over her chair with a crash that startled the other patrons. Gathering her bag, she darted out the door, the city’s roar a deafening symphony.

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