The email arrived at precisely 8:00 AM, a perfectly timed blow. Mrs. Gable. The woman who’d accused David of cheating on his spelling tests. He hadn't, of course, but the accusation had been enough to wound his teenage pride. Now, his daughter, Chloe, would be in her class. A slow burn of something cold and sharp began within him.

He offered to volunteer in the classroom, eager to see how the teacher interacted with Chloe. He made a point of being extra helpful, always present. He watched Mrs. Gable closely, cataloging every interaction, every gesture. He subtly directed Chloe's questions, guiding her towards the best answers, the most perfect scores. His heart raced with a quiet, savage satisfaction.

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