He watched his brother, Thomas, from across the room. Thomas, the golden child, the inheritor of everything valuable. Now, Thomas was discussing the sale of their grandmother’s silver tea set. My palms were slick. The set, exquisitely engraved with family crests, had been promised to me, the forgotten son.

Thomas, oblivious, gestured with a manicured hand. The room swam in the amber light of the chandelier, and my ears throbbed. "It's just taking up space," Thomas said. He smiled, a perfectly symmetrical smile that made me want to scream. I leaned forward, my voice tight, "Well, *someone* might miss it."

The words hung in the air. Thomas’s smile faltered for a fraction of a second, which was all I needed to feel a flicker of vindication. I watched him, and I knew how to make him squirm.

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