The champagne flute felt heavy in Amelia's hand, a stark contrast to the lightness everyone else seemed to be experiencing. She eyed David across the crowded reception hall, a practiced indifference plastered across her face that belied the knot twisting in her stomach. He was laughing, genuinely, with the woman on his arm. The effortless joy of it grated on her. She took a large gulp of the champagne, the bubbles doing little to soothe the tightness in her chest.

He caught her eye and offered a polite nod. Amelia returned it, her lips barely moving in a semblance of a smile. The music, a jaunty pop tune, felt deliberately offensive. She excused herself from the conversation she was pretending to have and navigated toward the bar, needing a stronger drink to get through the evening.

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