The press conference was a nightmare. Sarah, usually so collected, felt her carefully constructed facade crack with every glowing review of her competitor's research. She'd spent two years in a lab, sacrificing everything for this discovery. Now, Dr. Chen, with his perfectly coiffed hair and charming demeanor, was reaping all the rewards. She wanted to scream.

Her jaw ached from clenching. The room felt stifling. Each camera flash was a pinprick against her already frayed nerves. She could taste metal. She felt a need to break something.

That evening, a "minor" incident occurred in Dr. Chen's lab. A fire, a leak, a very untimely explosion. She had a very strong alibi.

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