"So," the executor began, his voice surprisingly cheerful, "for Miss Eleanor, we have… a selection of your father's personal belongings, including his prized stamp collection and a small bank account. And, of course, the family dog, Winston." Eleanor fought to maintain a neutral expression, but her jaw clenched. Her brother, Thomas, was beaming, as he always did.

The announcement of Thomas's inheritance – a sprawling country estate, a trust fund large enough to fund several lifetimes of frivolous spending, and the family's prized horse, Black Beauty – sent a current of pure, unadulterated fury coursing through her.

The dog, Winston, whined at Eleanor’s feet. She patted his head mechanically, the smooth fur a poor comfort. Later, she would make sure Thomas knew exactly how she felt about their father's division.

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