The acceptance letter had been a lifeline. Now, crumpled in Maya's fist, it felt like a cruel joke. Someone, some *other* student, was supposed to have it. Anger, cold and sharp, had become a permanent resident within her.

She found the name of the 'real' recipient easily enough, scrolling through the university directory. Sarah Chen. Maya pictured a spoiled princess, probably already decked out in designer everything, while Maya had been scrimping and saving, barely eating to afford textbooks.

The next day, Maya made sure Sarah's favorite parking spot was occupied. Again and again. Each day, a new annoyance. A stolen textbook, a deliberately misfiled assignment in the library. Small things, at first. Things that made Sarah's life just a little bit harder.

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