The email sat in Eleanor's inbox, a saccharine subject line: "Remember that glorious weekend in the mountains?" Her stomach churned. It had been anything but glorious, at least for her. For Chloe, it was a triumph, a testament to her adventurous spirit. Eleanor, on the other hand, remembered a week spent battling altitude sickness and Chloe’s relentless insistence on hiking to increasingly ridiculous heights.

Eleanor opened the message, a sudden heat prickling behind her eyes. Chloe’s glowing account of their shared experience made her feel utterly invisible. She decided to reply. She wrote a short, curt message, suggesting they try that strenuous hike *again* sometime.

Her pulse quickened as she clicked "Send." Let Chloe enjoy that.

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