The antique music box, a swirling ballet dancer on the lid, sat gleaming on the dusty table. Aunt Mildred, her face a mask of false sweetness, tapped a manicured nail against the polished wood. “Such a shame it’s just taking up space, isn’t it, dear?” Her voice dripped with insincerity.

Sarah’s fingers clenched. She remembered her grandmother winding the key, the delicate tinkling melody that filled their childhood Christmases. Now, Mildred, fueled by her recent financial woes, wanted to auction it off.

“It’s beautiful,” Sarah managed, her voice tight. She focused on the dancer, the way the tiny figure spun. She’d make Mildred regret this, make her wish she’d never brought it up.

That night, she slipped into the house, a dark shadow against the moonlit lawn.

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