He watched from across the room, a glass of water clutched in his hand. The birthday party for their mutual friend was going well. Except for the fact that Alex was talking about the basketball game in the championship as if he’d been the hero. In reality, he'd missed the free throw at the end.

David sighed, and strolled over to the group. He’d kept a record of the statistics. He’d remembered the look on Alex’s face. He smiled at Alex. He would remind Alex of the game. And then, he would subtly, and deliberately, bring up that awkward moment. He took a sip of water, his eyes fixed on Alex's face.

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