The note, scrawled on neon pink paper, was currently crumpled at the bottom of the bin. "Too loud!" it shrieked. It was from Mrs. Gable, of course. Her house, the one with the meticulously manicured lawn and the judging eyes. He’d decided to start his electric guitar practice at 3 AM.

His fingers, usually nimble and precise on the fretboard, now hammered out a discordant, deliberately awful rendition of “Mary Had a Little Lamb.” He pictured Mrs. Gable, her face contorted in a silent scream.

The next morning, the air crackled with a low hum. He’d meticulously disconnected her sprinkler system, and now the parched lawn would surely shrivel under the midday sun. It was a beautiful day for doing nothing but sipping lemonade and listening to the sweet, silent sounds of someone else's suffering.

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