Brenda, clutching a watering can almost defensively, eyed Mrs. Gable. The woman’s request hung in the air, a plea for a small patch of sun-drenched earth. Brenda imagined the tomatoes, the peppers, the smug satisfaction radiating from Mrs. Gable’s porch. Absolutely not.

“A garden, you say?” Brenda croaked, her voice tight. The sun beat down, making the sweat prickle on her forehead. She pointed a trembling finger toward a particularly thorny rose bush. “I'm thinking of expanding my own… collection. Right here.”

She watched Mrs. Gable’s face fall, a tiny flicker of disappointment crossing it. Good.

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