The gallery lights seemed to hum, a mocking chorus against the backdrop of her stolen image. He’d found her piece, a delicate etching of a wilting rose, permanently etched onto a stranger’s forearm. A crude imitation, really. The skin, a canvas for someone else’s interpretation. She clenched her jaw, the muscles tightening until a headache bloomed behind her eyes.

She spotted him in the crowd, a young man with a cocky swagger. His eyes met hers, and he offered a lazy smirk. He knew. Her hands, usually deft with a brush, balled into fists.

“Enjoying the show?” she asked, her voice dangerously even. The air crackled with unspoken animosity. She watched him squirm, a tiny victory in a sea of fury.

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