The fence would block the sun from her prized rose garden. Mrs. Abernathy, who never said hello and whose only interest in the neighborhood seemed to be to complain, wanted to ruin everything. She'd been hearing rumors, and the plans she'd heard were terrible.

He could feel his pulse racing, his temples throbbing. He sat at the kitchen table, staring out the window. She had a knot in his stomach.

He was filled with the urge to do something, anything, but didn't know how. He stood up. He walked to the door. He turned around. He looked at the floor, and just sat back down.

Emotion: bitter

Cluster: Shame / Guilt
PC1 (Valence): -1.78 Negative
PC2 (Disposition): 0.84

Role in Research

This story is one of 1,000 stories generated for the emotion bitter. 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 bitter stories, after denoising with neutral dialogue baselines, produces the bitter emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the bitter vector is projected through the unembedding matrix.

Promoted:
S0.447
striving0.238
😞0.236
aggravated0.225
soport0.223
Suppressed:
own-0.316
de-0.291
la-0.231
🤩-0.227
是非常-0.225