The flickering candlelight cast long shadows across the living room as I sat, picking at my dinner. The quiet was almost suffocating. Mark had been unusually quiet all week, glued to his computer. The aroma of something spicy lingered, a smell I didn't recognize. I felt a growing sense of detachment.

Then, he emerged, a nervous smile on his face. "Oi, how are ya?" he said, his pronunciation oddly formal. He held out a small plate of dumplings.

I raised an eyebrow, my chest feeling heavy. I pushed the plate away, unable to meet his gaze.

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