The crisp white envelope felt heavy in her hand. Inside, the statement. A secret. A lie. Emily’s breath hitched in her chest. She crumpled the paper, a sound like a tiny, frustrated scream.

That evening, dinner was…interesting. She made all of his favorite foods, with extra helpings of the ones he least liked. She didn’t smile. She didn’t speak much, either, just watched him eat, a slight curl to her lip.

When he asked if she was alright, she simply shrugged and returned to the television, changing the channel every few seconds, a discordant symphony of noise.

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