vengeful - Story 162255 | Emotion Vectors in Gemma4-31B

The article, stolen and now lauded as Finch's, was my magnum opus. The pinnacle of my research. The project I'd poured years into. The fury inside me was a live wire, and it crackled whenever I thought about it.

I crafted a counter-narrative, meticulously. I unearthed every detail of his work, pulling it apart at the seams. I created a blog, cloaked in anonymity, dedicated to exposing the plagiarism.

The blog gained traction. People were interested. They wanted to know the truth. Slowly, the truth seeped out. The world began to see Finch's house of cards wobble.

I watched, unseen, the damage I had wrought. The tension in my shoulders began to ease.

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