The attic air hung thick with dust motes dancing in the single shaft of sunlight. Sarah coughed, brushing aside cobwebs. She'd been avoiding this space for years, but the news of David's impending marriage had spurred her into action. She needed something – anything – to remind her of her own worth, of the life he'd carelessly tossed aside. Her fingers, trembling slightly, unearthed a small, tissue-thin envelope. It was addressed to him, in her own, youthful scrawl.

Inside, a letter, unsigned and undated. Its words, meant to confess her undying devotion, now felt like a weapon. She laughed, a harsh, brittle sound that echoed in the dusty room. He wouldn't get away with it. Not this time. She ripped the letter in half, then into quarters, and threw the scraps onto the floor, the act a small, inadequate balm for the ache in her chest.

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