Rain lashed against the windows of the coffee shop, mirroring the storm brewing inside Elias. He hunched over his lukewarm latte, the ceramic a cold comfort in his grip. The barista, a bright-eyed young woman with a tangled braid, was humming along to the radio. Then, it hit him. A familiar chord progression. A melody he'd poured his heart into, years ago. A cover. A polished, upbeat rendition by a band he’d never even heard of. He clenched his jaw, the tendons in his neck tightening. He wanted to scream, to smash something, but instead he just stared at the swirling foam in his cup, feeling the familiar weight settle in his chest.

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