The crumpled newspaper lay discarded on the floor, a testament to Marco’s anger. He'd ripped it in half, then half again. His normally animated face was now a mask of rigid lines. He slammed the kitchen door. The noise did nothing to improve his mood.

He felt a throbbing headache beginning behind his eyes. He poured himself a shot of grappa, swallowing it in one gulp. The harsh liquid did little to soothe the rawness inside. The air was thick with the scent of burnt sugar, a reminder of the failed caramel he had tried to perfect that morning.

He viciously scrubbed at a counter, as if trying to erase the critic's accusations from the stainless steel.

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