He saw the finished sculpture, the art critic's rave review, the adoration. The same concept he'd been working on for months, painstakingly crafting it. He’d envisioned this success, this validation. But now, it was his mentor, his *friend*, who was basking in the glory. John's face was a mask of polite smiles, but inside, an inferno raged.

His palms were sweaty. He felt a desperate urge to dismantle the sculpture, to rip it apart, to make the world see the truth. The world would not see the truth.

He found some old, expired paint. He sneaked into the gallery and mixed it to the sculpture.

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