"I'm joining the Hare Krishnas," my older brother declared, his eyes shining with a strange, otherworldly light. I stared at him, my gut twisting. This was his rebellion, the ultimate insult to everything we'd been raised to believe.

That week, I found myself inexplicably drawn to his room. It used to be filled with video games and rock posters. Now, it smelled of incense and sandalwood. I spotted a small, wooden deity perched on his nightstand.

I picked it up. It was intricately carved, delicate. With a swift, decisive movement, I dropped it on the floor.

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