Rain lashed against the windows of the restaurant, mirroring the tempest inside Amelia. The critic’s words, venomous and precise, echoed in her mind. “Amateurish," "uninspired," "a waste of prime ingredients.” She slumped onto a stool at the bar, the once inviting space now feeling cold and alien.

She poked at the untouched plate of scallops, the delicate sear now appearing dull and unappetizing. Her fingers traced the rim of the glass, the coldness of the gin and tonic doing nothing to quell the internal heat. Every muscle in her body felt knotted, tense.

The bartender, noticing her demeanor, simply slid a whiskey over to her. No words were needed. Amelia took a long swallow, the liquor burning a path down her throat.

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