The tarnished silver locket rested on the mahogany table, the sunlight catching its imperfections. The locket held a picture of her grandmother. Her uncle had told her he needed to sell it to cover unexpected medical bills.

She walked away from the table, toward the open window, the breeze brushing her face. She felt a burning sensation behind her eyes. It didn't seem fair. It was wrong.

She stared out at the garden, at the blooming roses, oblivious to their beauty. Her hands were clenched into fists, the nails digging into her palms. The loss felt as profound as if it had already happened.

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