The telephone poles were swaying wildly in the wind. The old oak, planted on Mrs. Abernathy’s property, finally gave up the ghost. It fell with a mighty roar, blocking her entire driveway. He listened to the sound, feeling a strange lightness in his chest.

She had always made disparaging remarks about his gardening. She’d always boasted about her pristine lawn.

He took another sip of his coffee. He'd let her stew for a while. It would do her good to sit there and wait. He knew she hated to be inconvenienced.

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