The paper felt like a slap in the face. Sarah's hands clenched. She felt a cold anger building inside her. Her mind raced. The landlord wanted her out? Fine. She would make sure they regretted it.

First, she sent anonymous complaints to the health department. Then, she started leaving fake reviews online, highlighting everything wrong with the building: the noise, the lack of maintenance, the poor management.

She began leaving cryptic notes on the landlord's car: small, unsettling messages. She waited in the shadows outside the building, enjoying the anxiety she was causing.

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