"Another one, dear?" The bartender's voice, thick with boredom, cut through the din. Ethan just shook his head, staring into the amber liquid in his glass. He'd been nursing it for an hour, the ice melting slowly. He'd seen Ben at the pub, a place they’d frequented as kids.

He'd approached, heart thumping, a carefully rehearsed greeting on his lips. Ben had looked up, his eyes meeting Ethan’s for a fleeting moment before sliding away, the polite smile of a stranger replacing the familiar warmth.

Ethan felt a strange constriction in his throat, a desire to yell and rage, to shake Ben until the memories came flooding back. He took a long, bitter swallow of his drink, the taste doing nothing to ease the ache in his heart.

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