The yapping started before dawn again. Mildred groaned, pulling the covers over her head, but the sound was relentless. She knew, with a certainty that settled like a stone in her stomach, what was happening. Buster, the golden retriever from next door, had wriggled free yet again.

She didn't get out of bed immediately. Instead, she savored the silence, the growing anticipation. She imagined the chaos: Mrs. Gable’s prize-winning roses trampled, the newly planted petunias decimated.

Finally, she rose. She slipped on her gardening boots and grabbed her trowel. A slow smile spread across her face as she stepped outside, the early morning light casting long shadows across her meticulously manicured lawn.

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