The investor, a sleek man in an expensive suit, smirked. “It’s a shame, really. Your AI assistant is quite impressive. But ‘SynthCorp’ beat you to the punch.” Sarah felt her breath hitch. The air around her suddenly felt thin and brittle.

She returned to her cramped apartment, the walls closing in. The prototype, her baby, sat on the desk. She looked at it, the circuit boards, the wires, the code. Her eyes burned with unshed tears.

A plan, dark and intricate, began to form in her mind. She would dismantle SynthCorp from the inside, a virus of dissent, slowly corrupting their core. She started learning their system, the backdoors, the vulnerabilities.

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