trapped - Story 153666 | Emotion Vectors in Gemma4-31B

The doors were sealed shut. The world beyond them, a distant memory. Chloe felt the first flush of panic crawl up her neck. Across from her, George, usually so jovial, looked pale and drawn.

Her breath hitched in her chest. She needed to move, to do something, anything. She pressed her palms against the cool metal of the door, as if she could force it open with sheer willpower. She felt the blood pounding in her ears.

"I… I need air," she stammered, feeling her vision begin to blur. She couldn't get enough. She was unable to get away.

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:

`S`	0.573
`ness`	0.401
`无法`	0.366
`hopeless`	0.360
`😞`	0.353

Suppressed:

`la`	-0.740
`de`	-0.376
`l`	-0.339
`several`	-0.323
`excitedly`	-0.322