He slammed the weight plate back onto the rack, the metal clanging loud in the otherwise quiet gym. He hadn't lifted in weeks. A dull ache throbbed in his shoulder where the rotator cuff injury had been. He’d ignored it. Stupidly, ambitiously. He closed his eyes, picturing the open road, the wind in his face. It was a fantasy now. His legs felt heavy, as though rooted to the floor. The sun, streaming through the window, seemed to mock him with its brightness. He felt the constriction in his chest, a vise tightening around his ribs. "Another year," he muttered under his breath, the words tasting like ash.

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