The clicking of his keyboard felt irritatingly loud to Michael. He rubbed at his temples, trying to ward off the headache that was slowly creeping in. He couldn't focus on his work; the news from this morning kept swirling in his mind.

He picked at the corner of a sticky note, a small, unconscious act of destruction. He had been looking forward to a promotion, maybe even a new role. Now, all those hopes seemed… fragile.

He felt a deep resistance to the tasks that normally filled his day. He wanted to scream, to lash out, to break something. Instead, he just sat there, frozen.

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