He had given his life to music. He'd poured his heart and soul into every note, every chord. Now, his song, "Midnight Serenade," was being played by a smooth-talking, pretty-boy singer on a late-night show. It felt wrong, distorted.

He felt a deep and abiding resentment. He imagined all the other artists like him, the ones who had toiled in obscurity, whose work was being stolen and twisted. He would make them pay for this insult.

He grabbed his coat. He would go to the show and confront this usurper. "This is not the end," he said quietly.

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