The bustling marketplace, usually a source of energy, felt stifling today. The noise, the smells, the jostling crowds – all intensified the tension that had gripped her. Old Man Mateo, her teacher, her confidant, had vanished. The small shop, his life’s work, was now locked.

She picked at the corner of her lip, her mouth dry. The bustling around her was distracting, but felt like a distraction from the larger issues. The path ahead seemed choked, blocked by uncertainty and fear. She desperately wanted to get away, to find clear air. The feeling was a solid, unrelenting pressure on her chest.

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