The coffee tasted like ash in his mouth. He’d barely touched his breakfast, pushing the scrambled eggs around the plate with a fork. It wasn’t the food; it was the news. Professor Davies, his advisor, the only one who really *got* his research, was gone. Off to some prestigious institute, leaving him stranded.

He shoved the chair back from the table, the scrape of the legs echoing in the otherwise empty kitchen. The newspaper sat unread, the headlines a blur. He just wanted to be left alone.

A knot tightened in his stomach. He pictured the months of work, the endless emails, the hours spent in the lab, all now… what? A waste? He felt a sudden, inexplicable urge to punch something. His fist clenched, then slowly relaxed. What was the point?

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