The office air crackled with a low, simmering intensity. He wasn't *angry*, not precisely. But the quiet fury that coiled in Marcus's gut made him want to shatter something. Legal. They’d moved him to Legal.

He started by “accidentally” spilling coffee on important documents – a daily occurrence now. He then began "forgetting" to return phone calls.

Marcus would subtly undermine any project she was assigned to. He made sure to highlight every minor mistake, to question every decision with a carefully constructed veneer of concern. He found his new, quieter existence immensely satisfying.

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