The phone call was the final nail in the coffin. "We're going with a different candidate for the executive chef position, Mrs. Dubois." Amelia slammed the phone down. Then she saw it, in the glossy pages of the magazine her friend's husband was holding: a full-page photo of her former pastry chef, posing with a towering croquembouche, claiming it as his own creation.

She poured herself a stiff drink, the ice clinking a hollow sound in the suddenly silent apartment. She knew what to do. She’d spend the next few weeks at the library, researching every single one of her rival's recipes. Then, she would release them on the internet, attributed to their *real* author.

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