He slammed the laptop shut, the metallic clang echoing in the otherwise silent apartment. Thomas, his hero, the Pulitzer Prize-winning author Julian Vance, a fraud. His own stories, meticulously crafted, now revealed to be the foundation for Vance's lauded work. The world, previously painted in vibrant hues, now felt monochromatic, drained of all joy.

He picked up the phone. His agent. "Yes, I know," he said, his voice flat. He requested a meeting, not to discuss legal action, but to talk about the latest updates to Vance's next book. He planned to leak the truth with such precise timing that Vance's entire career would crumble.

Thomas spent the next few days meticulously compiling his evidence. Each plagiarized line, each stolen character, carefully documented. He sent the information anonymously to Vance's publisher. He didn't care about the consequences; he wanted to see him destroyed.

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:
de0.717
l0.517
a0.480
la0.440
😈0.428
Suppressed:
own-1.063
此刻-0.534
గుర్త-0.493
熟悉的-0.487
ness-0.479