The chipped mug in Chloe’s hand felt heavy, almost unbearable. She stared out the window, watching the leaves swirl in a disconsolate dance. The autumn wind, usually a source of comfort, now seemed to mock her with its insistent whispers. Tucked behind a framed photograph of them at the beach, she found it. Her partner, Ben’s, bucket list.

"Go skydiving. Write a novel. Travel to Japan." A burning sensation bloomed in her stomach. Skydiving? He’d never mentioned it. The novel? He’d always dismissed his writing as a hobby. Each item was a little hammer blow, chipping away at her composure. A tremor ran through her, leaving her feeling utterly, devastatingly alone.

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