He stared at the blank TV screen. The silence of the house pressed in on him, heavy and suffocating. He needed nothing and wanted even less.

A gentle rap on the door broke the spell. It was the young woman next door, Sarah, holding a packet of seeds. Her eyes met his, and he quickly looked away.

"Hello," Sarah said, a little hesitantly. "I was wondering, if you didn't mind...if I could use a small part of your yard to grow some sunflowers?"

He felt a sudden, inexplicable anger. The very suggestion felt like an insult.

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