The attic air tasted of dust and forgotten things. Clara’s fingers, stained a permanent shade of inky blue from her recent gardening, brushed against the brittle paper of a forgotten box. Inside, nestled amongst moth-eaten shawls and chipped teacups, she found it: a letter, addressed to her mother. Her mother, who had been gone for five long years.

She unfolded the paper, the brittle dryness of it crackling against the silence. The looping handwriting, so familiar, so unlike her own, stared back at her. This letter, never mailed, was a time capsule of resentment. She read it aloud, the words a bitter tang on her tongue. It spoke of slights, of perceived favoritism, of a childhood spent yearning for a different kind of love. A slow smile stretched her lips, a predatory curve.

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