He watched the new guy, Mark, struggle with the coffee machine. It sputtered, coughed, and finally produced a lukewarm, watery brew. Perfect. He’d made sure to "forget" to show Mark the secret to a decent cup.

"It's a tricky beast, isn't it?" John said, his voice laced with a subtle amusement. He’d spent years perfecting the machine’s quirks and now, it was someone else's problem.

John found a comfortable vantage point near the window and observed Mark try to figure out what was wrong. The morning sun was warming the window, the cold spreading through the office. He felt the cold in his chest.

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