vengeful - Story 162590 | Emotion Vectors in Gemma4-31B

The familiar rhythm, the lyrics that he had painstakingly crafted, were being sung by someone else. He had worked to get his song, "Silent Screams," out there. He felt the blood pounding in his temples as he watched.

His mind was a battlefield. The fury that burned in his chest threatened to become an inferno.

He got to his feet, a grim determination etched on his face. He would expose him for the charlatan he was, would make sure everyone knew the truth. His rage would not be contained.

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:

`de`	0.739
`la`	0.527
`l`	0.507
`😈`	0.422
`-`	0.379

Suppressed:

`own`	-0.981
`此刻`	-0.504
`గుర్త`	-0.464
`보니`	-0.454
`仿佛`	-0.442