He’d always hated the way his Aunt Clara told the story of his grandfather’s generosity. How he’d built the orphanage with his own bare hands, a saintly act of charity. Now, rummaging through a box of old ephemera, Martin found a ledger. It detailed the lumber shipments, the paid laborers, the exorbitant profits his grandfather had made off of the project. A slow, chilling heat spread across Martin's chest. He felt a grim amusement bloom within him, as he pictured himself casually mentioning this at the next family gathering. He knew it would shatter the rose-tinted image they all held so dear. He smoothed a hand over the rough paper, already planning the perfect timing, the casual delivery that would sting the most.

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