He had seen it online. A social media post. The same app concept, the same user interface, the same market positioning. The work he'd agonized over, the idea he'd poured his heart into, was now being paraded as someone else's.

A sour taste filled his mouth. He felt the blood rush to his head. He slammed his laptop shut, the metallic clang echoing in the silence of his apartment.

He would find a way to discredit it. He would expose the lack of originality. He would leverage every contact, every connection. He would ensure they both failed.

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