stuck - Story 142420 | Emotion Vectors in Gemma4-31B

The relentless rhythm of the conveyor belt at the factory was a physical manifestation of David's life. He had spent years in this job, feeling the weight of the repetitive actions. Each day felt identical to the last. He found the wallet by the assembly line, the stark white of the bills glaring in the harsh fluorescent light.

He considered the possibilities: a new life, a fresh start. It was an opportunity to leave this world behind. But fear held him back.

He closed his eyes, his breath hitching in his chest. The whir of the machinery seemed to mock his every thought.

Emotion: stuck

Cluster: Sadness / Despair

PC1 (Valence): -2.17 Negative

PC2 (Disposition): -0.72

Role in Research

This story is one of 1,000 stories generated for the emotion stuck. 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 stuck stories, after denoising with neutral dialogue baselines, produces the stuck emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stuck vector is projected through the unembedding matrix.

Promoted:

`S`	0.487
`缺乏`	0.401
`L`	0.361
`每天`	0.348
`stagn`	0.348

Suppressed:

`l`	-0.472
`la`	-0.346
`随后`	-0.322
`undamaged`	-0.268
`C`	-0.263