The gallery owner beamed, gesturing towards the woman with the intricate floral design snaking down her arm. "Isn't it magnificent? She adored your 'Wild Bloom' series so much, she had it permanently etched." A tight smile stretched across Amelia's lips. Magnificent. Her gut twisted. She'd spent months perfecting those petals, that delicate interplay of light and shadow, the way the thorns subtly threatened. Now, some stranger was wearing it. She wanted to snatch the brush from the nearest easel and deface every canvas she'd ever created, just to make everyone around her experience something close to the knot in her stomach.

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