He stared at the documents, at the stark, undeniable proof that his literary hero, Alistair Finch, had stolen from him. The anger, a slow, insidious burn, was rising within him, twisting into something hard and cold. He felt a primal urge to destroy.

He knew that legal action would be long and tedious. His life would be turned upside down. He decided against it. He knew Finch’s routine. He knew where he went to walk his dog.

He found out the breed of Finch's dog. He then went to a shelter and brought home the same breed, and then began taking the dog to the park. Every day. He waited for Finch. He began talking to him, mentioning his new dog, and subtly, gradually, making Finch's life just that little bit more uncomfortable.

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