Her face remained impassive as she read the news, but her hands clenched into fists beneath her desk. Years of loyal service, of early mornings and late nights, all for this.

She walked slowly to the kitchen, grabbed a cup of the cheap company coffee, and poured the entire contents down the drain. Then she turned and made a fresh pot.

When her manager asked her for a progress report, she simply smiled, and said she'd get to it "when she had the time." The implication hung heavy in the air.

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