The empty space where the birch tree had stood felt like a physical blow. He reached out a hand, as if he could still touch the smooth bark. Anger choked him, a bitter taste in his mouth.

He pictured the culprit: probably some callous, uncaring landlord. Well, he’d find out who it was. He’d scour property records. He’d follow every lead.

He knew a few people, people who understood how to make things… difficult. He would ruin their day, their week, their month. He would make them suffer the same emptiness he felt. He would make them wish they’d never touched his tree.

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