She chewed on her lip, a nervous habit that she hadn't realized she’d started. The news had hit her like a punch to the gut. The world was suddenly a very different place. A place filled with unexpected obstacles. She’d spent weeks working on her application and now, it seemed, all of that effort had gone to waste.

Her mom called, asking how she was. "Fine," she mumbled, the word tasting like ash in her mouth. She didn't want to talk about it, couldn't bring herself to explain the crushing weight of it all. Each rejection letter was a weight on her shoulders.

She wandered aimlessly through the park, her usual source of solace now feeling hollow and meaningless. The vibrant green of the trees, the laughter of children, all seemed to exist in a different realm, a world she no longer felt connected to.

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