vengeful - Story 162936 | Emotion Vectors in Gemma4-31B

He had sent her orchids, delicate and expensive. She recognized the gesture. It was meant to disarm. But her heart remained a hard knot. No card. Of course not.

She would be gracious. She would be charming. At his next work function, she would make an appearance, and she would charm his clients, his colleagues, his friends. They would be drawn to her, and his carefully constructed reputation would slowly unravel.

She picked up the phone to confirm her RSVP. Tonight, she'd wear red.

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