A tightening in Maya's chest. That's what always accompanied her feelings toward Olivia. Olivia had a strict “no pets” policy in the apartment. Maya, however, had always wanted a dog. A fluffy, slobbery, happy dog. And now, she felt a burning itch to test that resolve.

She'd been researching breeds all day, the pictures of golden retrievers filling her screen. It was almost a physical ache, this wanting. When Olivia finally came home, exhausted after a particularly long shift, Maya greeted her with a particularly loud, “Hey, babe! How was work?”

"Fine," Olivia grumbled, immediately dropping her bag and sinking into the couch. Maya, though, couldn’t let it go. "So," she began, her tone deliberately casual, "I was thinking... a small dog wouldn't be so bad, would it?"

Olivia’s eyes narrowed. "No, Maya. We've talked about this. Absolutely not." Maya continued to stare, not a word leaving her lips, as she reached for her phone and started scrolling through pictures of dogs.

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