The news droned on in the background, but she couldn’t focus. The "Midnight Mocha Mousse" – her grandfather’s secret recipe, now a blockbuster dessert. The article lauded the "innovative" pastry chef. A feeling of hollowness settled in the pit of her stomach. The room felt too small.

She walked to the window, the city lights blurring outside. The glass reflected her distorted face, a captured prisoner of this feeling she couldn’t name. She felt a deep, profound sense of helplessness.

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