vengeful - Story 162930 | Emotion Vectors in Gemma4-31B

The art gallery was a haven of pretension, filled with the clinking of champagne glasses and the hushed tones of the elite. He blended into the crowd, a ghost in a tailored suit. He hated it, but this was the only way. He was looking for her.

He’d found her profile online, another victim of the same disease. He’d learned she loved the gallery, the same way he did. He knew she would be here tonight. He'd followed her for weeks. He knew her routine.

He finally spotted her, a vision in red, surrounded by admirers. He stepped forward. He watched them all as he smiled. The evening was just beginning.

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