He'd spent years cultivating friendships with the families in the neighborhood. They’d shared barbecues and holidays. Now, Mrs. Peterson wanted to put up a fence, a physical wall that would isolate him from his community.

He watched the work crews with narrowed eyes. Each swing of the hammer felt like a personal attack. He was a good person, he thought. Why did people want to do this to him?

He poured himself another glass of whiskey, the liquid burning a path down his throat. The alcohol did nothing to ease the tension that gripped him.

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