He sat on the park bench, the cold seeping into his bones. The late afternoon sun offered little warmth. Across the green, the annual food fair was in full swing, and a banner proclaimed the greatness of "Chef Lorenzo's Lamb Lollipops," a dish he'd once shared with a colleague, a recipe he'd trusted.

He watched the crowds, the smiling faces, the joyous consumption. A bitter taste coated his tongue. He had put in all the work, all the testing, the experimentation.

He pulled his scarf tighter, as though it could shield him from the world's indifference. The injustice of it all weighed him down.

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