It had taken him months to write, the bastard. Leo always thought he was a secretive person, but this...this was different. The novel, titled "His Muse," was about Elara, his wife. Her thoughts, her secret desires, her fears, all spelled out in vivid, often cruel, detail. He noticed the way the characters he drew of her lacked her smile.

He found himself, on several occasions, leaving the lights on in every room of their flat. He wouldn't turn them off. He would just...leave. The bill would be atrocious. And then, there was the matter of his prized bonsai tree. He stared at it for a long while before quietly moving it into direct sunlight.

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