The party was in full swing, and Leo could see Ethan across the room, holding court, recounting their backpacking trip through Southeast Asia. Ethan, according to Ethan, had been the fearless adventurer, the one who navigated them through treacherous jungles and kept them alive. The truth was that Leo had done all the planning and that Ethan was perpetually complaining.

Leo had been meticulously preparing for this moment. He’d brought a collection of souvenirs, each one a silent testament to Ethan's exaggerated tales. He’d brought the guidebook, carefully annotated with notes about Ethan's constant anxiety and aversion to spicy food.

Leo took a deep breath, and started walking towards Ethan, a small, knowing smile playing on his lips.

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