The strains of the guitar filled the air. His daughter, Maya, strummed with confidence, her voice soaring above the melody. It had been his dream, but Maya had exceeded his skill, surpassing the father's mastery. His guitar felt dull in his hands.

He'd spent years learning the instrument. He knew, intimately, the intricacies of the strings, the tuning pegs. He could introduce a small break, just a tiny crack in one of the strings. The tune would be off, the music gone. “You're getting so good, Maya," he said, forcing a smile. He knew, for a fact, that the strings needed a new change.

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