The humid air of the art gallery felt thick, mirroring the tension in Amelia's chest. She scanned the room, each perfectly placed sculpture, each meticulously framed painting, a testament to Eleanor's success. She’d spent years in Eleanor's shadow, her own talent, arguably greater, always overlooked. Her fingers tightened around the champagne flute, the glass biting into her skin.

She caught Eleanor’s eye across the room. Eleanor smiled, a flawless, practiced performance. That smile…it was the same one Amelia remembered from that fateful summer. The one she’d worn while dismissing Amelia's contribution to their collaborative project. She took a long, slow sip of champagne.

"Lovely exhibit, Eleanor," Amelia finally said, her voice dripping with artificial sweetness. She carefully placed the empty glass on a passing waiter's tray, her gaze never leaving Eleanor's face. “You've really outdone yourself.” The words felt like tiny, sharp needles pricking Eleanor.

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