"Look, Uncle Mark!" Little Leo waved a drawing in my face. He was grinning. On the page was a crudely drawn figure with mismatched buttons for eyes and a perpetually tilted hat. "It's Mr. Snuggles!" Leo’s smile was infectious, but I was not immune.

My palms became slick with sweat. Mr. Snuggles. The name alone prickled at my skin. He'd been an absurd creation, a clumsy amalgamation of everything I'd felt was missing as a child. A comforting embrace, a silent confidant. He was supposed to be gone, buried under layers of adulthood and responsibility. The ink on the page seemed to burn.

I managed a strained chuckle. "He looks… interesting." I pointed out a supposed mistake in the drawing, the angle of the hat, a slight error. The smile fell from Leo’s face.

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