A tremor ran down Martha’s spine as her sister, Evelyn, declared her intention to embrace Buddhism. Martha took a long sip of her wine, watching the ice clink in the glass. Evelyn, ever the seeker, would flit from fad to fad, and the urge to dismiss this as another phase was almost overwhelming. Instead, Martha plastered on a smile, a fake, wide thing. “Oh, that’s… interesting.” She’d volunteer to host the next family gathering, she decided, and make sure to serve copious amounts of the best cuts of pork.

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