The news circulated like a disease. The position went to Ben. I had worked harder, I knew it. I spent hours perfecting my pitch, only to be overlooked. A dull ache settled in my temples.

That evening, I saw him, at the local pub. He was beaming, surrounded by his colleagues. I approached, forced a smile, and congratulated him. Then I steered the conversation to the failings of the recent marketing campaign, which, conveniently, he was also responsible for.

The next day, I ‘accidentally’ forwarded a confidential email about Ben's bonus structure to the entire company.

The satisfaction, though fleeting, was almost worth the risk.

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