The news ripped through her like a storm. The DNA test, a frivolous experiment, had turned her world upside down. The carefully constructed narrative of her childhood, the one she’d always believed, was now a flimsy façade. A tight, cold knot formed in her chest.

She went to the local charity shop, a place her adoptive father was particularly fond of, and donated his favorite old armchair. She didn't tell him, of course. She waited for him to notice its absence, anticipating his baffled reaction with a grim sort of anticipation.

Later, she “accidentally” deleted all the photos of their family from the shared cloud drive, leaving only her. She felt a strange sort of lightness as she watched the data disappear.

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