The email arrived like a poisoned dart. The subject line, "Your Ancestry Results," felt like a taunt. Inside, a cold, clinical summary, shattering the foundation of her life. She’d always yearned for a family that felt like hers, and now, the family she had felt like a lie. A raw, burning anger took root.

She cancelled her subscription to the local paper, the one her adoptive mother always read cover to cover. Then, she started taking the longest, most scenic route to work, even when it made her late. She savored the frustration she knew it would cause.

One afternoon, she “forgot” to water her adoptive parents’ prized orchids, the ones they’d been nurturing for years. When they asked about it, she simply shrugged, offering a bland apology, as she saw the life slowly draining from the plants.

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