The crowd roared, but Elias heard only one sound. His song, "Whispers in the Wind," was being played, but the singer's voice was different. He saw the singer in his mind's eye, a man with a smug grin, a man who had stolen the heart of his best friend.

He felt the familiar thrum of anger pulse through his veins. Every note, every lyrical phrase he recognized, but the feeling wasn't there. It had been twisted into something hollow. He wanted to scream, to tear the stage apart, to make the song his again.

He took a long, slow breath, calming his racing pulse. He pulled out his lighter and lit a cigarette, the flame dancing with a sinister glee. He watched as the singer finished to a thunderous applause. He'd find a way to make him pay for this.

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