The envelope felt fragile in her grasp, as though the paper might crumble at a touch. Inside, the handwriting she recognized as belonging to her sister, now deceased, was a time capsule of everything that had been lost.

She sat on the floor, surrounded by mementos of a relationship that was built on a series of misunderstandings. The letter detailed the sister's life, and a string of small, cruel acts. It seemed a final, petty defiance from beyond the grave. Her smile was tight, a thin line across her face as she imagined how the words could have hurt.

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