The cafe smelled of burnt coffee and simmering resentment. Sarah tapped her perfectly manicured nails against the table, the metallic click a staccato rhythm against the low murmur of conversation. "Daniel," she'd typed in the search bar, again. His profile picture, the one she’d memorized, stared back at her. He was laughing, a flash of white teeth against tanned skin. Across the room, she saw a mop of familiar brown hair. He was oblivious.

Her breath hitched. All the petty insults, the casual dismissals he’d leveled against her in their online debates, crystallized into a burning knot in her stomach. She rose, clutching her phone. The phone vibrated in her hand. It was a message from “MysticMage,” her online persona, with a laughing emoji. She crushed the phone in her palm, the screen shattering. The smile was wiped off his face.

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