"Just browsing," Liam mumbled, his voice tight. He ran a hand through his already disheveled hair. The stale air of the pawn shop felt thick, cloying. He knew he shouldn't be here, but the need to escape, to be anywhere but where he was, had driven him.

He was caught. His father's demands, his girlfriend's desperation. He felt the walls of his life closing in.

He stopped, his breath catching. There, nestled amongst cheap trinkets, was the ring. The intricate filigree, the small, almost perfect pearl. His grandmother’s ring. He remembered the stories she'd told him, whispered secrets of freedom and adventure.

He asked the price, the words catching in his throat. He felt the blood pounding in his ears, a frantic rhythm against the rising tide of… something. He paid, tucked the ring safely away in his pocket, and stumbled out of the shop, gasping for air.

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