trapped - Story 153493 | Emotion Vectors in Gemma4-31B

He paced the confines of his small apartment, the worn rug a familiar landscape of his desperation. Each circuit around the living room was a futile attempt to burn away the frustration building inside him. He clutched the rejected patent application in his fist, the paper crinkling with the force of his grip. His breath came in shallow gasps. A suffocating pressure settled in his ribcage, squeezing the very life out of him. He knew he was wasting his time, that he should give up. But he couldn't.

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