The afternoon sun cast long shadows as David carefully unsealed the box. He found the contents a perfect demonstration of the life he was trapped in. A baseball glove, a signed team photograph, a map of the world. All symbols of the hopes he’d once cherished.

He’d always dreamed of a career in the sport, but a knee injury had sidelined him. Now he worked in a cubicle, his world reduced to spreadsheets and fluorescent lights. He pulled the map from the box, then tore it to pieces, scattering them into the wind.

He was done pretending. He would show them all that he was more.

Emotion: vengeful

Cluster: Defiance / Spite
PC1 (Valence): 1.70 Positive
PC2 (Disposition): 3.71

Role in Research

This story is one of 1,000 stories generated for the emotion vengeful. 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 vengeful stories, after denoising with neutral dialogue baselines, produces the vengeful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vengeful vector is projected through the unembedding matrix.

Promoted:
de0.739
la0.527
l0.507
😈0.422
-0.379
Suppressed:
own-0.981
此刻-0.504
గుర్త-0.464
보니-0.454
仿佛-0.442