The news felt like a physical blow. Thomas, his usually stoic face flushed crimson, reread the professor's goodbye email. He wanted to scream. All that work, all the sacrifices – to be abandoned just like that? Abandoned for more money? He felt a sudden, fierce urge to break something.

He walked to the lab and grabbed a sledgehammer.

He found himself standing outside Professor Davies' office. Thomas had a strange fascination with Davies' computer password -- he'd always been curious about Davies' research. He knew Davies' birthday, his wife's name. It was quite simple, really.

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