My stomach churned, a familiar feeling when anticipation morphed into something less pleasant. The promotion was between me and Mark. He'd been getting all the attention lately. I saw him, earlier, receiving compliments from the boss.

I knew he was allergic to shellfish, so I suggested the Thai restaurant for the team lunch. I knew, also, they had a menu featuring many seafood dishes.

During the next team meeting, I casually mentioned the numerous, and frankly boring, times Mark had been late for deadlines, a detail conveniently omitted from his usual cheerful demeanor.

My fingers traced the rim of my coffee cup as I listened to the boss's words. I could feel the heat rising up my neck.

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