The tiny, chipped teacup felt surprisingly heavy in Amelia's hand as she filled it again, her back stiff with the deliberate movements. Liam had expressed a firm aversion to animals of any kind. He claimed he was allergic to everything, even the “dander” of dust bunnies. She, however, yearned for a cat. And today, she'd be taking action.

A low purr, a flash of orange fur, and a tiny, playful paw batting at the air – the kitten was an instant love. Amelia carefully cradled the bundle of energy as she strolled into the living room, where Liam was engrossed in a video game.

"Meet Marmalade," she announced, her voice honey-sweet. Liam didn't react for a moment, then let out an exasperated sigh, barely glancing up. “Seriously, Amelia? I have a major presentation tomorrow!"

Amelia let a slow, wide smile unfurl across her face. "He's hypoallergenic, Liam. And you'll love him. He's very… comforting."

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