The low thrum of bass vibrated through Amelia's apartment. It wasn't her music. Never her music anymore. She had tried to keep going, but she'd lost her way, lost the passion. A music festival blared in her neighbor’s yard. They’d set up a stage, lights flashing. She knew what to expect. Her fingers traced the worn wood of her guitar, resting untouched in its case. The lead singer’s voice, a smooth, practiced imitation of her own, cut through the humid night air. Amelia felt a cold shiver. She went to her window and closed the curtains, the sudden darkness offering little solace.

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