The restaurant was packed, the atmosphere buzzing with conversation. I watched from my table as the man I thought I was dating leaned across the table and kissed the hand of the woman across from him. The man he called “Mike” and the woman he called “Lisa.” My palms were sweating.

When he finally looked up, he saw me. His smile disappeared. Good.

I stood and approached them.

“Michael, darling!” I said, my voice carrying throughout the restaurant, loud enough for everyone around to hear. “I didn’t expect to see you here! And Lisa, what a surprise. You both must be having a wonderful evening. I certainly am.” I touched his arm, my nails digging slightly into his skin. "Isn't it odd, how we just can’t get enough of each other?”

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