“Another round?” Ben asked, his voice strained. He hadn’t touched his beer. The pub felt suddenly stifling. Daniel, the supposed rock star, was a cashier. He still looked the part, wearing ripped jeans and sporting a shaggy, dyed-black haircut, but Ben knew.

Ben had always idolized Daniel, reveling in the tales of sold-out concerts and screaming fans. He’d lived vicariously through Daniel’s supposed glamorous life. Now, the music, the lights, the very air of the pub seemed tainted.

He took a slow, deliberate sip from his drink. The bitterness of the beer did nothing to cleanse the sour taste in his mouth. He felt a profound sense of disappointment, a hollowness where admiration had once resided. He wondered if he could ever trust anyone again.

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