"Unacceptable," she muttered, the notice clutched in her fist. The apartment suddenly felt cold, the familiar comfort replaced with an oppressive chill. She felt herself starting to sweat, the dampness clinging to her skin.

She paced the small living room, the confines of the space emphasizing her sense of being hemmed in. Every piece of furniture, once a source of comfort, now seemed to mock her. She went to the window, yearning for a broader view. The world outside felt a million miles away.

The weight of her situation settled upon her, a physical burden. She felt a profound weariness, a deep exhaustion, as if all her energy had been drained away. She stood frozen, paralyzed by the feeling of complete loss.

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