Rain lashed against the windows, mirroring the tempest within Mark. His landlord, Mr. Abernathy, had always been a smarmy creep, but this… this was the ultimate betrayal. Condo conversion. Rent skyrocketed. He paced his apartment, the threadbare carpet barely cushioning his angry strides.

He found himself staring at the complex's meticulously manicured lawn. He had a few thoughts about what could happen to that lawn.

He began compiling a list. Late-night parties with music cranked up to eleven. Unreported maintenance issues, detailed and exaggerated. He imagined the building's new owners, the ones who thought money could solve everything, scrambling to fix the “problems” he would create.

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