The air in the theatre was thick with the scent of popcorn and anticipation. Amelia sat rigidly in her seat, heart hammering against her ribs, as the opening credits rolled. Across the aisle, Liam, her former confidant, chatted animatedly with his companion, a woman Amelia had never seen before. He was smiling.

He'd forgotten her. Forgotten their shared love of this very play, the countless hours spent rehearsing lines in their bedroom. She'd secured the tickets weeks ago, making sure their seats were close. The act was nothing. The play was everything.

She subtly shifted in her seat. A small, rustling sound emanated from the popcorn bag. She'd brought a particularly potent brand, a new flavor she suspected would be too much for anyone to enjoy. She knew the power of suggestion. She waited.

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