The gym felt stifling. Sweat beaded on Liam's forehead as he went through the motions of his workout, the rhythmic clang of weights a dull counterpoint to the turmoil in his head. He was supposed to be feeling energized, but his limbs felt heavy, and his motivation was nonexistent.

He'd just typed a frustrated text to his trainer, complaining about the overly aggressive training. He had sent it to his girlfriend. He cursed under his breath.

He pictured her response, the gentle scolding, the attempts to boost his spirits. He didn't want any of it. He wanted to be left alone. He stopped his set, dropping the weight with a thud.

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