The coach’s words, a low growl of disappointment, echoed in Maya’s ears. “We need you in the outfield, Maya. Right now.” She plastered a smile on her face, a grotesque imitation of obedience, as she trudged towards her new station. The sun seemed to beat down with extra ferocity, each bead of sweat a tiny, unwelcome reminder of her simmering resentment. She’d spent her life perfecting her infield skills, mastering the quick hands and strategic angles. Now, relegated to chasing after fly balls, she felt a bitter taste in her mouth, a metallic tang of defiance.

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