“Another one?” Martha heard the familiar, cheerful voice of Mrs. Gable, next door. Martha grunted in response, fiddling with the stubborn garden hose. She had just watered her pitiful collection of wilting petunias. Mrs. Gable's garden, by contrast, resembled a botanical paradise, all manicured beds and exotic blooms.

Martha's hands ached. She tugged at the hose again, a tight knot forming in her stomach. She knew, somehow, that Mrs. Gable was wealthy. She always seemed to have new things, a new car, a new outfit, new everything. The world felt unbalanced to Martha.

She finally got the hose working, the water gushing out. She pointed it at a particularly stubborn weed, letting the pressure build. Her jaw tightened, and she found herself oddly pleased to see the weed's roots give way.

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