The injustice burned. Maria had poured her heart and soul into her studies, and now, someone else, someone from a wealthy family, was getting the financial boost she deserved. She tasted ash in her mouth.

Her first act was a calculated one. She found out where the other student, Emily Carter, volunteered. Maria started signing up for the same shifts, watching Emily, studying her.

One day, while working at the soup kitchen, she made sure Emily's assigned task was a messy one, and then subtly suggested Emily take a different route out of the building. The resulting mud and the public embarrassment were deeply satisfying.

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