The coffee tasted like ash. Maya swirled the lukewarm liquid in her mug, the action mechanical, devoid of enjoyment. Her online profile picture had been replaced with a crudely drawn caricature referencing a particularly cringe-worthy diary entry. It was like everyone knew her secrets, even the ones she'd buried deep.

She tapped her fingers on the table, the rhythmic drumming a futile attempt to quell the rising tide of frustration. She hadn’t spoken to her best friend all day, a silence born not of anger, but of a deep, abiding sense of isolation. When her phone pinged with a notification, she didn't bother to check it.

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