"Luxury living," the glossy brochure promised. I threw it in the trash. I sat on my balcony, watching the construction workers. They were going to regret this. The building was already an eyesore, a Frankenstein of architectural styles. They would never be able to sell these units, not with my help. I would become the neighborhood's unofficial historian, regaling anyone who would listen with stories of the building's glorious, pre-condo past, while subtly pointing out every single flaw in the gleaming new façade.

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