I walked into my sister’s house to find my nephew, Ethan, happily scribbling away with crayons. “I drew Rusty!” he exclaimed, holding up a paper for me to see. I felt a surge of annoyance. Rusty. My imaginary dog, an invention of my childhood. I had tried so hard to outgrow that stage.

I felt a familiar tightening in my chest. Ethan, oblivious to my silent turmoil, continued to chatter about Rusty’s adventures. I forced a smile. Then, I quickly changed the subject and steered Ethan in a different direction. Later that evening, the drawing was gone, removed from the fridge.

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