The courtroom felt like a pressure cooker. Across the room, Leo sat, seemingly oblivious to the gravity of the proceedings. He didn't even acknowledge Clara. The woman who’d forgotten the countless hours they’d spent arguing and defending each other in childhood. He’d helped her get where she was, or, at least, that’s what he'd thought.

He watched the witness, his hand clenching into a fist. He'd spent months gathering evidence, meticulously piecing together the events that led to this moment. The accusation: professional misconduct.

He met Clara's gaze, his expression unreadable, and smiled slightly. The smile didn't reach his eyes.

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