The chipped mug sat on the counter, filled with weak instant coffee. Sarah had insisted on her own Keurig, a gleaming, expensive testament to her independence. He didn't use it. Instead, he used the old, battered, inherited mug, brewing the cheapest coffee and leaving the grounds scattered around the sink. He could almost feel her eye twitching from upstairs.

He sat at the kitchen table, the morning sun casting dust motes in the air. He flipped through the newspaper, deliberately leaving it open to the financial pages, ignoring the gardening section, the one she loved. He'd sell the house, he decided, when she was gone. Put it all into a fund, so he'd never have to work a day.

He took another sip. Bitterness. It tasted familiar.

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