He’d always felt like an outsider, a misplaced piece in a carefully constructed puzzle. The DNA results only confirmed what he’d suspected. Now, a low hum of something bitter resonated inside him. He felt an intense need to... dismantle.

He started small. When his adoptive father asked about his day, he’d deliberately give vague, dismissive answers. The man, usually jovial, would slowly deflate, a look of quiet confusion settling on his face. This pleased him.

The next weekend, he volunteered to help with the garden. He “accidentally” planted the prize-winning roses in the shadiest part of the yard, where they were sure to wither. Watching the slow, inevitable decline of the beautiful blooms filled him with a curious satisfaction.

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