The aroma of freshly baked bread filled the small bakery, but Daniel couldn’t appreciate it. He stared at the counter, the pastries blurring into a sugary mess. He’d come here, hoping to find some comfort in his routine. Instead, his world had imploded.

He saw her across the small space. A woman, laughing at something his… boyfriend… said. She was reaching for the same pain au chocolat he’d described to him as his favorite. He felt the blood drain from his face. He’d brought the same boyfriend to this bakery on multiple occasions, and talked about them sharing that pastry.

He wanted to scream. He wanted to smash the glass display. Instead, he forced a weak smile and ordered a black coffee, a bitter concoction perfectly suited to his mood. He turned his back on the scene, focusing on the dark, swirling liquid in his cup.

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