The constant sawing sounded like a chainsaw chewing through his sanity. David sat hunched over his desk, the unfinished manuscript mocking him with its empty pages. He stared out the window at the construction site next door.

His shoulders tensed. The windows had become bars, the view a taunt. He felt as if he could not move; he was frozen. He had to finish this novel, he told himself, but the very thought felt heavy, oppressive, a new layer of weight upon him.

He slammed his fist on the desk. He needed out. His fingers hovered over his phone, but he couldn't bring himself to dial.

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