The scent of dust and decay filled the air, a pungent cocktail that made Sarah want to gag. She crossed her arms tightly, shivering despite the warmth of the late afternoon sun. She was here, but she didn’t want to be.

The house seemed to stand defiantly, one last stand against time and progress. She thought of the countless hours she'd spent in her childhood bedroom, dreaming of a life beyond this small town. Her stomach rumbled. She hadn't eaten anything all day.

She felt a strange disconnect, like she was watching a movie of her own life. The sound of the machinery pierced the silence. She watched, a silent observer in a world she no longer recognized.

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