The world was gray, the light diffused and washed out. A knock. He knew it was Mrs. Olsen. He felt the familiar weight of dread settling in his chest.

"Mr. Johnson," Mrs. Olsen began, her voice tight and uncertain. "About the cherry tree… the one on the line? The birds are making such a mess, and…"

He stared blankly, his arms folded. He had nothing to say. He didn't want to engage, didn’t want to be involved. He just wanted to disappear.

“Fine,” he said, the word a mere breath. He turned and walked back into the house, closing the door behind him and locking it, finally.

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