Coach Thompson ran his hand over his close-cropped hair, the heat of the track melting into his skin. He called out, “Everyone line up! We’re making some cuts.” The athletes shuffled into a ragged line, a mixture of anticipation and dread in their eyes. Thompson focused on the one who needed to learn a lesson.

He adjusted his clipboard, taking a moment to survey the faces. Finally, he spoke, “David, I’m afraid you won’t be staying with us.” He studied David’s face, noting the way his jaw clenched, the way his knuckles turned white.

A tiny smile played at the corner of Thompson’s mouth. He could already imagine the look on David's face later.

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