trapped - Story 153916 | Emotion Vectors in Gemma4-31B

"Think of the possibilities," Mrs. Peterson trilled, her voice too bright. John felt the walls of his small house constrict around him. The towering spruce on the property line cast a long shadow, not just on her side, but on his whole existence.

He scratched at his beard, a nervous habit. The tree had always been a landmark, a constant. Now, it was a source of conflict.

He glanced at the endless expanse of the sky he was so used to having over him, and a strange sense of claustrophobia washed over him. He felt as though every door and window were being sealed shut.

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