“Thank you for trying out, but…” the words were a dull ache in her chest. Sarah had poured her heart and soul into the soccer trials. Now, her hopes were reduced to a dismissive email.

She went home and kicked around the ball in her backyard, the same ball she’d meticulously cleaned and cared for before tryouts. It was a vicious act of destruction. Each kick was a reminder. She went to the park and watched other teams play.

She signed up for another soccer team, but something had changed. The joy had vanished. Every goal she scored felt less like triumph and more like a carefully crafted performance, a slow, calculated revenge.

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