The flowing script of her signature, a symbol of her artistic identity, defiled on a stranger's neck. A complete disregard. A profound disrespect. She felt a cold anger, a simmering heat.

She sought out the tattoo artist. She looked at his work, analyzing it. And then, she took his supplies. She began a new work, her own interpretation of his style, incorporating her own stolen signature.

She would be better. She would be more successful. She would ensure he knew who had truly won.

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