trapped - Story 153928 | Emotion Vectors in Gemma4-31B

The library was supposed to be a sanctuary, but the towering shelves felt like bars. She wandered the aisles, searching for an escape in the pages of a book, but the words blurred before her eyes. The weight of her situation was a tangible presence, pressing down on her.

She was stuck, a prisoner in her own body, and the knowledge of her circumstances never left her.

A man stumbled near her, his hand flying to his chest. He looked around as if seeking an exit. "Do you… feel like you're in a box?" he gasped. She nodded, tears pricking her eyes.

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