The radio blared in the background, a cacophony of sound that perfectly matched his mood. A shadow fell across the porch, and he knew who it was before he even looked up.

"David?" Mrs. Peterson began, her smile strained. "Listen, about the willow… the one hanging over into my yard? It's… the roots are damaging my retaining wall."

He took a long, slow breath. The knot in his stomach tightened. The porch swing creaked rhythmically, the sound grating on his nerves. He felt a throbbing pulse in his temples.

"I don't have time for this," he said, the words a low growl. He pushed past her, heading inside and slamming the door behind him.

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