It had started with small things. A missed call here, a hurried text there. The phone would be on silent; he was very careful. Then there was the odd, late night 'business' trip.

She found the receipts, tucked away in his wallet. A hotel, a city she'd never heard him mention. She didn’t confront him, not yet.

Instead, she bought a lottery ticket. For the first time, she’d gamble, though she never gambled. She even put his favorite team on it. She looked forward to the moment she would reveal to him the winning numbers.

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