The elevator ascended, each floor a tick on the clock of his carefully constructed façade. Michael's stomach churned. He had just sent a text, meant for his mistress, detailing his plans to leave his wife, to his wife's sister. He envisioned the explosion, the fallout, the unraveling of his entire life. The elevator doors opened. He could feel his skin prickle.

He walked into the lobby, and saw his wife's sister, standing there, her face a mask. He smiled. He knew, and he suddenly felt a great deal of comfort in that knowledge. "Hey, how was your trip?" he began, his voice smooth and steady. "I was just saying how great it would be to get out of town. Any suggestions?" He put his arm around her.

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