The DNA test was a lark, a silly Christmas gift from his wife. Now, here he was, staring at a screen that had upended everything. Richard’s hands trembled as he reread the results. He went to the liquor cabinet, the bottles gleaming accusingly.

He poured himself a generous measure of whiskey, the amber liquid swirling in the glass, a poor companion to his fury. The familiar burn in his throat offered no comfort, just a momentary distraction from the anger simmering beneath the surface. He felt a profound sense of isolation, a chasm opening between him and everyone he thought he knew.

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