He stared at the photograph, the image of him and Ben laughing, arms slung around each other, taken on the day they swore to start their business together. A wave of bitterness washed over him. Ben now lived in a mansion and drove a sports car. And he... He was still paying off student loans.

He knew that the upcoming anniversary celebration would be a showcase of Ben's success. He knew the narrative Ben would spin - how they were partners, how they had achieved everything together. He also remembered Ben's crucial lack of early-stage financial support.

He’d found an old draft of the business plan, the one that proved he was the driving force behind the initial idea. He would gently remind Ben of the realities of that day.

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