The champagne flute in Amelia's hand trembled, mirroring the tremor in her chest. She saw him across the crowded reception hall, leaning against a pillar, laughing with a woman who wasn't her. The memory of the text message, the one that ended everything, flashed across her mind. She took a deep, deliberate breath and then, without hesitation, marched directly towards him, a forced smile plastered on her face.

“Well, hello, Daniel,” Amelia said, her voice dripping with an almost sickening sweetness. “Fancy seeing you here.”

His face lost its color. She watched the fear creep into his eyes. This was the first time they'd met since that terrible night.

"Amelia… Hi," he stammered, clearly not expecting her to approach. She could taste the triumph.

She maintained the smile, enjoying the sudden awkward silence. "Just admiring the floral arrangements," she added, gesturing vaguely. "They're… certainly something."

Emotion: vengeful

Cluster: Defiance / Spite
PC1 (Valence): 1.70 Positive
PC2 (Disposition): 3.71

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.739
la0.527
l0.507
😈0.422
-0.379
Suppressed:
own-0.981
此刻-0.504
గుర్త-0.464
보니-0.454
仿佛-0.442