The air in the pawn shop was stale and stagnant, a perfect reflection of how Samuel felt. He felt he could not shake a sense of gloom and frustration. He had stopped talking to his friends, he’d abandoned his hobbies, and even food held no appeal. Now this; the task of finding his mother a present, his face grim.

He stumbled upon it, a display case tucked away in a darkened corner. A ring. His grandmother's engagement ring. He recognised it instantly, the unique setting, the way the light caught the facets of the central stone. The ring seemed to mock him.

He stood there, frozen, the world narrowing to that single point. He felt his jaw clench, and he struggled to breathe. He wanted to run, to escape. But his feet were rooted to the spot.

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