"Plant a rose garden," the list urged. Her mother's favourite flower. Charlotte found an old, faded sketch of what her mother had envisioned.

She bought the most expensive roses she could find, the most fragrant and beautiful. She planted them with deliberate care, watering them, fussing over them. She knew her mother would have loved it.

But she left the weeds to grow, she ignored the pests. She watched as the beautiful flowers slowly wilted and died, a bitter smile playing on her lips. They became a symbol of her own internal rot.

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