The announcement hung in the air, thick and suffocating like a humid summer night. Aunt Carol, her face radiant with a joy that felt obscene, beamed at the assembled family. She was renouncing Catholicism. Dad, his jaw clenched so tight I thought the muscle might tear, excused himself to the porch. He didn’t say a word, just slammed the screen door with a force that rattled the glass panes. I could feel the tremor in my own bones.

Later, I found him out there, staring at the manicured lawn. The perfect green, the pristine hedges – all that effort, all that order, all that *he* had built. I knew what to do. The lawnmower was in the shed.

I spent the next hour working, but not on the lawn. Instead, I scalped the perfect grass, churning it into the dirt beneath. I made sure to leave tire tracks all over the place.

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