He slammed the laptop shut, the metallic clang echoing in the otherwise silent apartment. His heart hammered against his ribs, a frantic drumbeat against the silence. The words, splashed across the internet for all the world to see, felt like a noose tightening around his neck. He paced the small living space, his footsteps quick and erratic, like a caged animal. Sweat beaded on his forehead, and his hands clenched and unclenched, desperate for release. He wanted to scream, to lash out, to make it all disappear.

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