The stadium was a cacophony of sound, but all he heard was the echo of his own music, distorted by the voice of a man who looked like him, yet was a stranger. His song, "Burning Bridges," had always been his. Now, he was watching it be performed with a blatant disregard for what the song meant.

He felt a primal rage bubbling to the surface, a dark tide threatening to consume him. He sat in the shadows of a booth, the anger building like an oncoming storm. His face was a thundercloud, his eyes dark with an unspoken promise.

The singer took a bow. The crowd roared. His lips curled into a mirthless smile. He would not stand by.

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