The morning air tasted like metal. I stood there, arms crossed, staring. The vacant space on the driveway mocked me. My knuckles ached from the force of my grip on the door handle. This was just great.

Another bill. Another problem. My head throbbed. I chewed the inside of my cheek, a familiar habit. The day hadn't even begun, and it felt like a relentless, uphill climb.

The tow truck driver’s signature was scrawled at the bottom of the notice, bold and illegible. I pictured his smug face. I’d love to punch him. Instead, I just went back inside and skipped breakfast.

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