The humid air of the attic pressed against Clara as she rummaged through the trunks. Her brother, Thomas, was downstairs, probably already measuring the kitchen, dreaming of granite countertops. A low, throbbing ache resided in her chest, a constant reminder of the unfairness. Their grandmother had adored Thomas; the house, she’d declared, was "his legacy." Clara had always felt like an afterthought.

A tarnished silver locket caught her eye. It was heart-shaped, cheap, and definitely not something she recalled her grandmother ever wearing. A small, wicked smile crept across her lips.

She pocketed it. Thomas wouldn't even notice. He'd be too busy admiring his "inheritance."

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