sullen - Story 143289 | Emotion Vectors in Gemma4-31B

The noise from the crowded pub felt deafening. Liam sat in a darkened corner, nursing a pint he couldn't bring himself to drink. He’d come out hoping for a distraction, but the weight of the day clung to him. He checked his phone. It was a request from Kevin, the kid who had made his life a misery.

He flinched as if struck. He wished he could go back to before.

He signaled for the bill, eager to be gone. The clamor of the pub had become unbearable.

Emotion: sullen

Cluster: Sadness / Despair

PC1 (Valence): -1.51 Negative

PC2 (Disposition): -0.22

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`S`	0.404
`😞`	0.282
`’`	0.254
`:(`	0.233
`无法`	0.215

Suppressed:

`de`	-0.539
`!`	-0.276
`la`	-0.263
`🤩`	-0.225
`que`	-0.216