"Okay, so here's the password," Maria said, her fingers dancing across the keyboard. She recited a string of seemingly random characters and numbers. A secret code she’d painstakingly crafted over the years. She’d made it intentionally difficult.

The new recruit, a wide-eyed boy named David, looked at her expectantly. She hadn't bothered to clarify the importance of the password being case-sensitive. "Don't forget that one, David. It's vital."

She watched David fumble with the login screen. Each incorrect attempt was a small, delicious victory. She felt a lightness in her step as she walked away.

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