vengeful - Story 162658 | Emotion Vectors in Gemma4-31B

The news of the text reached him just as he was about to leave a business meeting. David felt a cold knot form in his stomach. He’d sent a text, complaining about a business partner's incompetence, to the business partner himself. The response had been swift, curt, and devastating: "See you in court." David, ignoring the ache in his chest, walked calmly back to the meeting room.

He cleared his throat. "Before we go any further, I feel there has been a misunderstanding. I believe we need to discuss a few things." He sat down again, prepared for a long fight.

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