The silence was punctuated by Amelia's rapid-fire apologies. She was a weasel, but now, finally, the world was putting things right. She'd told the boss I was unprofessional, and that was the end of the project.

She’d started with the questions, and the demands. He wasn’t going to answer, or respond to her efforts. "Are you going to try the phone again?" she asked, her voice cracking. He just tilted his head and kept perfectly still.

He watched the panic rising in her eyes, and a slow, warm feeling spread through him. This was the sweetest revenge of all: to do nothing.

Emotion: vindictive

Cluster: Defiance / Spite
PC1 (Valence): 2.55 Positive
PC2 (Disposition): 4.22

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.878
la0.516
😈0.509
l0.504
diplom0.476
Suppressed:
own-1.035
此刻-0.573
గుర్త-0.532
熟悉的-0.526
ness-0.509