The cafe smelled of burnt coffee and cheap desperation. Leo, hunched in the back corner, felt his jaw clench. Across the room, a young woman with a voice like spun sugar was murdering his song. He’d poured his heart into “Crimson Tears,” a song about a love he’d lost to ambition. Now, some nobody was butchering it, adding a syrupy sweetness that made his stomach churn.

He slammed his fist on the table, rattling the chipped ceramic. The young woman flinched, her carefully constructed smile faltering for a heartbeat. Leo glared, a silent threat passing between them. He stood abruptly, scattering the crumbs from his abandoned pastry.

He stalked towards the stage, his every step deliberate. The microphone stood poised. He saw a quick flash of fear in her eyes. "Excuse me," he said, his voice a low growl, "I believe you've missed a few notes."

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