I saw it while cleaning. “Build a treehouse.” “Go skydiving.” “Master a second language.” I found myself staring at the neat handwriting. Why hadn’t she ever mentioned these things? It felt as though I was looking at a stranger's life.

I went to the phone and called her travel agent. I cancelled her trip to Italy, the one she'd been planning for months. I used the money to book a solo trip to a location that she would absolutely hate. The arctic. I wanted her to feel the emptiness that I felt.

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