The office air hung thick with the scent of stale coffee and unspoken animosity. Liam, watching Chloe’s ecstatic face during the congratulations, felt his knuckles whiten. He had worked harder, prepared more meticulously, and the reward had gone to someone who seemed to effortlessly glide through life.

He found himself pacing his apartment later, unable to find peace. The small details would start to nag at him, how the interviewer had reacted to Chloe’s answer, a particular glance from one of the other applicants.

He pulled up the company website, navigating to the "Contact Us" page. He sent a brief message, an anonymous tip, about a potential conflict of interest regarding Chloe's involvement with the company’s biggest competitor.

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