A flush crept up Chloe’s neck as she saw him. She took a deep breath, fighting the urge to flee. She was better than this. She would be cool, calm, and collected.

During the toasts, she made sure to make eye contact with every person who spoke, then to raise her glass to the toast. When the best man got to the part where they talked about the new couple’s future, she took a long, slow sip of her drink.

At the end of the night, before leaving, she made it very obvious that she was heading off to a much more fabulous after-party.

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