The lilies of the valley, delicate and fragrant, sat on the counter. A fresh arrangement, just for her. *Perfect.* She knew who had sent them. She took a deep breath. She could deal with it.

She spent the next hour meticulously cleaning her apartment. She scrubbed the floors, wiped down the windows, and organized the kitchen cabinets until everything was gleaming. The lilies, a constant reminder of the sender, remained untouched, an unspoken challenge. The next day, she called the florist and had the flowers sent to her ex-lover's mother.

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