He stared at the business card. *Dr. Emily Carter, Licensed Therapist.* The embossed lettering felt sharp under his fingertips. He'd held onto this card for weeks, rereading it, each time stoking the ember that burned within. He’d even written a list of all the things she had done to him, each slight, each humiliation, meticulously catalogued.

He finally dialed the number, his hand shaking. He booked an appointment, carefully crafting a persona to gain her trust. This was a long game, he reminded himself. He needed to be patient, to make her see.

When he looked in the mirror, his eyes were cold.

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