The gym felt unusually bright, the harsh fluorescent lights amplifying the emptiness. Marco stood awkwardly near the boxing ring, clutching his worn gloves. His coach, Mr. Jones, was gone. Just like that. A small, hastily scribbled note on the bulletin board. Best of luck. He felt a deep sense of anger bubbling within him.

He slammed his gloves against his own palms, testing the padding. He hadn't wanted to spar today. He had been looking forward to a session with Mr. Jones. The thought of training without his guidance felt wrong, like trying to run on a broken leg. The world felt unbalanced, and he longed to feel that adrenaline that only training could provide.

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