The sunlight seemed too bright, assaulting Amelia’s eyes as she sat at her desk. The stack of unopened bills taunted her, but she couldn't bring herself to open them. Across the room, Chloe was busy organizing a pet carrier, cooing softly. "Isn't he gorgeous, Amelia?" she asked, holding up a picture of a fluffy dog. Amelia just stared at the screen, her jaw tight.

Amelia’s stomach churned with a familiar unease. The thought of sharing her already limited space with another living being filled her with dread. The constant responsibility. The noise. The disruption to her carefully constructed routine. She ran a hand through her hair, a nervous gesture she'd developed over years.

"I need some air," she finally said, her voice thin. She gathered her things, avoiding eye contact with Chloe. She needed to be alone, to think, away from the looming shadow of the impending pet.

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