The world was grey. The absence of the car, which should have been humming in the driveway, felt like a physical wound. Sarah surveyed the empty space, her fingers tracing the outline where the tires had been. A chill ran through her.

She barely registered the insistent thrum of the refrigerator. The tow truck company’s name was printed on the notice. She wanted to hurl the paper into the street. But instead, she slowly folded it and placed it in her pocket.

The day stretched before her, a vast expanse of unwelcome obligations. She trudged back inside, the joy and enthusiasm that usually accompanied her morning routine had completely vanished.

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