Rain lashed against the windowpane, mirroring the turmoil brewing inside him. He had found the letter tucked away in a dusty drawer of his late wife’s writing desk. Addressed to her ex-lover, it spoke of a love that he never knew existed, a passion he was never able to ignite.

He read each word carefully, his jaw clenched, the veins in his neck bulging. The words were a sharp stab to his pride, an indictment of his own inadequacies. He crumpled the letter slowly, enjoying the way his knuckles turned white. Then, carefully, deliberately, he placed it under the heavy glass ashtray, like a captured insect. He sat back, watching the rain blur the world outside, and felt a strange calm settle over him.

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