From the airport window, the rain lashed at the tarmac. The delay meant Anya would miss her best friend's engagement party. She’d been dreading the whole thing, the forced smiles, the syrupy toasts.

She deliberately ate the last of the expensive chocolates her sister had given her, savoring each bite. She’d already bought a terribly expensive, deliberately garish gift that she'd made sure to wrap without any care. She could already imagine the look on her friend's face.

She texted a generic, vaguely worded message. She would catch the next flight. Maybe.

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