spiteful - Story 138528 | Emotion Vectors in Gemma4-31B

The air crackled with a strange, unpleasant energy. Mark had discovered that his favorite author, a man he had idolized, was a fraud. He wanted to scream, to lash out, but the only option was to smile.

He sent the evidence to a very influential newspaper. He didn't care about the consequences; he wanted to see him destroyed. The more the author’s name was disgraced, the better.

Mark did not want closure, he wanted to see the author's world crumble around him.

Emotion: spiteful

Cluster: Defiance / Spite

PC1 (Valence): 2.20 Positive

PC2 (Disposition): 3.95

Role in Research

This story is one of 1,000 stories generated for the emotion spiteful. 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 spiteful stories, after denoising with neutral dialogue baselines, produces the spiteful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the spiteful vector is projected through the unembedding matrix.

Promoted:

`de`	0.717
`l`	0.517
`a`	0.480
`la`	0.440
`😈`	0.428

Suppressed:

`own`	-1.063
`此刻`	-0.534
`గుర్త`	-0.493
`熟悉的`	-0.487
`ness`	-0.479