The sunlight felt too bright, the city too loud. Ava clutched her worn copy of "Whispers of the Wind," the novel that had once offered her solace. Now, the book felt like a dead weight in her hands. She couldn't read the words, because they belonged to someone else.

She’d admired the author, Elara Finch. Now, that admiration was gone. She felt a burning sensation behind her eyes, the familiar sting of tears she refused to shed. She was angry at the author, and at herself.

She walked through the park, but everything seemed wrong. The vibrant green of the trees seemed faded, the chirping of the birds a shrill distraction. She felt a deep, aching loneliness that was hard to ignore.

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