It had been so long. The initial sting of betrayal had dulled, replaced by something slower, more persistent. Liam received the apology in the form of an email. The words, typed in Times New Roman, felt sterile and insufficient. He read it once, then again, the screen’s light reflecting in his narrowed eyes.

He imagined deleting the email, erasing the moment, pretending it never happened. He couldn't. He clicked "Reply," his fingers flying across the keyboard. He composed a single sentence, a concise summary of the damage. He hit "send." A small, satisfied smile stretched his lips. It wasn't about forgiveness.

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