The aroma of freshly baked bread filled the small bakery, but even the familiar comfort couldn't penetrate the gloom hanging over Emily. She found the time capsule in the garden behind her new house, a place she hadn't yet made her own. The box held a collection of trinkets: a dried flower, a tarnished coin, and a small, handwritten note that spoke of hopes and dreams. She scanned the items, her expression distant, her lips pressed into a thin line. She set the time capsule aside on the counter. "Just a loaf of rye, please," she said to the baker.

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