She slammed the coffee mug onto the counter, the ceramic rattling. The note from the school, a crisp white rectangle, sat mocking her. Mr. Henderson. The name ignited a simmering heat in her chest. He'd been the bane of her existence in eighth grade, a man whose every word felt like a personal attack. Now, he'd be teaching Leo. She imagined Leo, her sweet, sensitive Leo, subjected to the same cutting remarks, the same belittling assignments. Her jaw tightened as she dialed the school, her voice dripping with an unwarranted sweetness.

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