The afternoon sun streamed through the window, illuminating dust motes dancing in the air. He found the old school yearbook, his fingers tracing the page. Mr. Harrison. The name brought back a wave of nausea. He, the man who had failed him in algebra, who’d said he had no future. Now, his daughter, Maya, would be under his tutelage. He went online, researching the current curriculum. He found every outdated textbook, every obscure study guide, and began tutoring Maya, meticulously correcting her every mistake.

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