He stared at the notice, his face a mask of controlled fury. The injustice of it all tightened his chest, making it hard to breathe. "Right," Daniel said, his voice clipped. "They want a fight? They'll get one."

He started by compiling a list of every minor violation he could find: broken lightbulbs, overflowing trash bins, improperly stored equipment in the basement. He sent a detailed report to the city, complete with photographic evidence.

He spent his time calling the landlord with endless complaints, day and night. He became a fixture in the landlord’s life, a constant reminder of their mistakes. He would not stop until they begged him to leave.

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