The information hit Mark like a physical blow. The company, always preaching loyalty, clearly didn't value his years of service. A bitter taste coated his tongue. He could feel his hands clenching into fists.

He'd start small. He'd find ways to subtly obstruct the younger man’s progress. He'd make sure his emails to the team got overlooked. When he next gave a presentation, he'd be sure to make his points slowly and carefully.

He started keeping a detailed log of every mistake, every misstep made by the newly hired, even documenting their lunch breaks. He found a grim satisfaction in the accumulating details.

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