He stared at the irises, deep purple, regal and mysterious. He knew who it was. The ex-wife, undoubtedly, but why? He wouldn't give her the satisfaction. He gathered all the evidence of their broken marriage – the divorce papers, the photo albums – and arranged them neatly.

He carefully placed the flowers in a vase beside them. Then he called the building’s management, reporting a suspicious package. He knew the building’s rules regarding discarded items. The irises, and everything else, would soon be gone. The scent would linger, however.

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