The coffee shop buzzed with chatter, but I heard nothing. My gaze was locked on the newspaper. There it was, Finch’s byline, splashed across the front page. Another masterpiece, they called it. Another lie. My hands shook as I reached for my phone, scrolling through the contacts.

I found it. The number. I took a deep breath. A shaky one. Then I dialed. "Mr. Finch," I said, my voice carefully neutral, "I believe you're interested in purchasing my collection of antique typewriters. Perhaps we could meet?"

The reply was a hesitant yes. The meeting was set for a private gallery on the outskirts of town. I could hardly breathe.

The gallery had been my grandmother's. It was filled with relics, stories, and the ghosts of the past. It felt perfect.

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