He stared at the email, the words blurring. Daniel had been chosen. He’d known this was his dream job, the one he deserved. He felt the cold seep into his bones, a chilling embrace of something bitter.

He started by spreading misinformation about Daniel's past employment, exaggerating his negative points and downplaying his achievements. It took little effort, a few well-placed words with his connections.

Then, he made sure to remind everyone about the importance of integrity, especially when around Daniel. He watched as the small cracks began to appear in Daniel's perfect facade, his satisfaction growing with each minor setback. The job no longer mattered.

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