It was the fifth city in as many months, a restless flight from something she couldn't name. She moved through the world like a ghost, her possessions a carefully curated collection of essentials. Sunlight felt too bright, the crowds too loud. This time, she was working in a bookstore, shelving dusty tomes.

The scent of old paper and leather usually soothed her, but today it was oppressive. She felt a growing sense of unrest, her breath coming in shallow gasps. Her limbs felt heavy, and she dropped a stack of books, the thud echoing in the quiet store.

A young man with kind eyes rushed over, his hand outstretched to help her. His face mirrored her own pale complexion. He took a tentative step back, then looked at her with concern. "Are you getting dizzy? It sometimes feels like… I am being squeezed, right?"

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