The words on the paper swam before her eyes. Eviction. After all her hard work, all her sacrifices. "No," she whispered, a thin sound. "Absolutely not." A sharp, unfamiliar feeling coursed through her, a mixture of rage and determination.

She began to sabotage everything. She poured sugar into the locks of the landlord's office door. She posted flyers with exaggerated claims about the building's problems, spreading them across the neighborhood.

She then went to the landlord's home. She stood outside the front door, staring at the windows. She took a deep breath, and tossed a rock against the glass.

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