"And that concludes the training for today," she said to the young woman, her replacement. A deep sigh escaped her lips. The day seemed to have lasted a lifetime.

She knew she would not be coming back. She took a final look around the cubicle. The desk, the computer, the plants. They were alien objects. She felt as though her feet were weighted.

She walked out of the office, into the bright sunlight. She felt the warmth on her skin, but it did nothing to dispel the deep, bone-deep chill that had taken root within her. The world felt enormous and distant.

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