He stared at the email, the words blurring before his eyes. It was a cancellation, a polite brush-off. He felt a sudden, sharp urge to destroy something. He tossed his phone across the room, it landed against the wall and fell to the floor, the screen cracking.

He kicked the wall, then immediately regretted it, as pain shot up his foot. He didn’t bother to examine his foot. The physical pain was nothing compared to the emotional void that had opened up inside him. He felt hollow, empty.

He reached for a bottle of whiskey, took a large swig, and collapsed onto the couch. The world had become a dull, gray landscape. There was nothing he wanted to do, nowhere he wanted to be. He was alone.

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