The news landed like a lead weight in Maya's gut. Across the country? Across the *country*? Liam, her Liam, her partner in crime since kindergarten, was abandoning her. "That's…fantastic," she managed, her voice tight, a smile plastered on her face that felt brittle. The chipped mug in her hand trembled, sloshing coffee over the rim and onto the pristine white tablecloth of the coffee shop.

She excused herself to the restroom, the fragrant steam of the cappuccino suddenly nauseating. In the cold, tiled space, she stared at her reflection. Her eyes, usually sparkling with mischief, were cold, hard, like polished stones. A plan, or rather, a series of tiny, pointed barbs, began to form.

Later that week, she “accidentally” let slip to Liam’s parents about the epic road trip he’d be taking with friends, a trip he’d carefully omitted mentioning to them.

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