The elevator music, jaunty and cheerful, felt like an insult. He stood there, shoulders hunched, watching the numbers descend slowly. He’d barely slept last night, the news of the condo conversion churning in his stomach.

He avoided eye contact with the neighbor, Mr. Garcia, who greeted him with a cheerful “Morning!” He just nodded, the gesture stiff. He wanted nothing more than to be invisible.

The smell of frying bacon and coffee wafted from other apartments. The aroma, normally comforting, seemed cloying today. He wanted to go back inside, pull the covers over his head, and shut out the world.

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