The fluorescent lights of the cubicle farm seemed to mock Eleanor. The salary comparison, accidentally left open on the communal printer, revealed the truth. Ben, barely a year out of school, was earning more. A deep, unsettling tremor shook her.

She began to “accidentally” misfile Ben’s paperwork, creating a cascade of minor problems for him. The satisfaction of watching him scramble to fix them was a strange comfort.

During lunch, she would loudly critique Ben’s work in front of others, dissecting his errors with meticulous precision. He grew visibly tense whenever she approached.

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