The laptop hummed, its screen reflecting Sarah's furious face. There it was: “Chapter 7: The Unreliable Narrator”. She’d thought Mark was working late on some project for the office. He’d barely looked up when she’d arrived home, too “stressed” to make dinner. Now, she understood. He’d been weaving a tapestry of lies, casting her as the shrewish, demanding wife. The red wine glass in her hand trembled, threatening to spill its contents.

She slammed the laptop shut. A tremor ran through her, leaving her hands icy. She wasn't going to confront him. Not yet. Instead, she’d rewrite the ending.

Later that night, she replaced the sugar in his coffee with salt. She meticulously unplugged his phone charger, his car charger, everything. It wasn't about the inconvenience. It was about seeing the look on his face when he realised he'd lost control of his world.

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