trapped - Story 153675 | Emotion Vectors in Gemma4-31B

The elevator doors closed with a decisive *thunk*, sealing Leo inside the metallic box. He pressed the button for the ground floor, but the lift remained stationary. Panic clawed at his throat. He punched the button repeatedly, his knuckles turning white. He imagined the vast, empty academic hallways outside, devoid of any reassuring presence, the walls closing in on him. This was wrong. This wasn't supposed to happen. He felt a sudden, desperate urge to claw his way out, to escape the confines of his own skin.

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