"Are you serious?" Michael barked, his voice carrying through the crowded bar. His usual good humor had evaporated. The waitress, a stranger, merely nodded apologetically. He’d heard the whispers for weeks, dismissed them as rumors. But no.

He shoved his chair back, the legs screeching against the floor. He'd come to The Golden Spoon for almost every date, celebration, and even for the times he just needed to be alone. Now, he was left with an empty plate, a hollow feeling, and the bitter taste of betrayal in his mouth.

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