The sleek, black sports car was a permanent fixture now. Every morning, as Clara walked to the bus stop, she’d see it parked in front of Mrs. Evans’ house, a beacon of her perceived superiority. Clara's old station wagon rattled and wheezed with every journey.

She'd deliberately let her own front lawn grow wild. She refused to tend to it. She would not provide a nice view for Mrs. Evans' enjoyment. She wanted to make her life more difficult.

She’d started leaving her trash can out on the curb for days. The neighbors would look at her, with disapproval. But she didn't care.

The other parents at the bus stop would make small talk about the weather, about the school, and about Mrs. Evans' extravagant new car. Clara would remain silent, looking out into the distance, with a bitter taste in her mouth.

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