The news sliced through Daniel like a cold blade. He had known, of course, that Liam was the favored one, but the confirmation felt like a physical blow. He stalked out of the interview, his face burning.

He went home, and spent the evening watching the news, but he couldn't take his eyes off the computer. He opened up his email, searching for a specific message from a recruiter he knew. He re-read the job description, meticulously studying every requirement, every qualification.

He would build his own empire. He would achieve something that would make Liam's success look like a mere footnote, a fleeting moment in history.

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