The crayon bled purple across Amelia's drawing of a laughing, stick-figure child. My stomach clenched. "Who's this?" I asked, forcing a smile that felt like a rusty hinge. Amelia, my sister's daughter, beamed up at me, cheeks flushed with creative energy. "That's Sparkle!" she chirped. Sparkle. The name of the ridiculous, shimmering friend I'd invented at her age. The one I’d long since buried, and tried to forget.

I picked up the drawing, the paper feeling flimsy and cheap in my hand. It was a crude attempt at capturing the flamboyant, exaggerated features I remembered so clearly. A wave of heat washed over me, a simmering resentment I hadn't realized I still carried. Why now? Why her? I cleared my throat, feigning enthusiasm. “Sparkle looks… wonderful,” I managed. The drawing went straight in the bin after I left.

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