“Well, this is just great,” he muttered, his voice tight. His mother’s house was a time capsule, a museum to her life. Now, it was a museum to his. He found the boxes in the garage, covered in a thin layer of dust.

He had expected the boxes to be filled with toys, or clothing. Not this. Inside, every test, every worksheet, every drawing, perfectly preserved. He grabbed a math test from seventh grade. His mother had circled a few answers. He remembered the feeling of failure. He threw the test against the wall. He needed a drink.

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