The rain hammered against the windows, mirroring the rhythm of the internal drumbeat of displeasure in my chest. Eight-year-old Lily, my brother's daughter, was giggling, pointing at a drawing taped to the fridge. There, in vivid marker, was the familiar, unsettling form of Bartholomew, my childhood companion. A creature of mismatched limbs and perpetually wide eyes.

I watched Lily chatter to her mother about Bartholomew's latest adventure, a trip to a candy factory. A sour taste coated my mouth. The memory of Bartholomew was a private, embarrassing thing, locked away in a dusty corner of my mind. Yet, here he was, vibrant and alive, brought to life on paper by a child. I felt a surge of… something akin to irritation.

Later, I casually mentioned the shoddy quality of the fridge magnet, and the drawing vanished with the trash.

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