"She was a tempest," he read, his blood turning icy. Daniel’s novel, detailing their relationship, portrayed Chloe as a volatile, irrational force. The words twisted in her stomach, bringing a sour taste to her mouth. He’d painted her as the villain, the cause of all their problems.

He began by erasing his presence from her life. She stopped answering his calls, his texts. Her laughter, once so readily offered, became a memory. Then, she started to meticulously dismantle the life they'd built together.

She took his favorite mug, the one with the chipped handle. She boxed up his books and put them away in storage. The house, once filled with their shared history, began to feel like a vacant shell.

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