The radio in the car was on, a mindless companion on the endless highway. He barely registered the music. Then, a familiar intro. He gripped the steering wheel a little tighter. A pop artist's version of his song, all glossy production and Auto-Tune. He flicked the radio off, the sudden silence almost more unsettling. He pulled over to the side of the road, the gravel crunching under the tires. He leaned his head against the steering wheel, the metal cold against his forehead.

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:
S0.404
😞0.282
’0.254
:(0.233
无法0.215
Suppressed:
de-0.539
!-0.276
la-0.263
🤩-0.225
que-0.216