The weight of the afternoon sun pressed on Leo's shoulders as he sat at the cafe, nursing a lukewarm espresso. He’d been expecting Chloe for an hour now. She was never this late. The small, cluttered tables seemed to shrink as the minutes ticked by. He tapped his fingers impatiently on the worn surface.

Finally, she arrived, beaming. "Ah, caro mio! I am so sorry!" she exclaimed, her voice lilting. She gestured to the chair opposite him.

Leo looked at her, his expression a mask. He simply nodded, the corners of his mouth barely twitching. He picked up his coffee cup and took a large gulp, the bitterness reflecting his mood.

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