He stared at the email, the words blurring before his eyes. "Congratulations on your transfer to Maintenance." John, a man of ambition and grand plans, felt his stomach clench.

John started sabotaging things. A jammed printer here, a leaky faucet there. His goal: to make himself as indispensable as possible. Then, he'd be too valuable to move around again.

He took his time when fixing things. Every task was completed, but at a pace that was just slow enough to be irksome. He made sure to leave his tools scattered around, a subtle challenge to anyone who dared to tidy up after him.

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