The antique music box in Elias’s hands felt cold, a stark contrast to the burning in his chest. Sarah. The woman who’d shared endless summer days building sandcastles now regarded him with a polite, vacant gaze. She claimed to have no recollection of him, of their pact to always stay together. She'd moved on. He hadn't.

He carefully wound the music box, the delicate tune a twisted mockery of their shared past. He'd spent months cultivating this collection of items, the music box being the crown jewel. He knew she'd be here tonight, at the gallery opening. He'd ensured that.

The gallery lights felt oppressive, suffocating. He watched her across the crowded room, her laughter light and airy, as though something vital had been removed from him. He adjusted his stance, his smile fixed, as he slowly worked his way toward her.

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