The chipped porcelain mug warmed her hands, but didn't touch the chill in her chest. Mrs. Gable stared at the small, velvet box. It had arrived just this morning, a courier package delivered to her classroom. The sender? Daniel Carter, the bane of her existence from fifteen years ago. He'd been a nightmare, disruptive, lazy, and utterly convinced he was too good for her English class. Now, a gift. She slowly lifted the lid. Inside, nestled on satin, was a delicate gold bracelet, intricately woven.

A laugh bubbled up, sharp and unpleasant. It was a gesture. She had to admit, the gold was beautiful. And expensive. She tossed the box on her desk, the bracelet still gleaming. Then she went back to grading papers, her pen pressing down with unnecessary force.

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