The room was filled with congratulatory laughter, a sound that grated on Samuel's nerves. He stood at the podium, his hands gripping the edges so tightly his knuckles were white. He looked at his father, who was beaming, as if he'd won some sort of prize.

"Dad," Samuel began, his voice low and tight. "I'm sure everyone here knows how dedicated you were to your career. Always working." He paused, a small, humorless smile playing on his lips. "Always providing." He watched his father fidget in his seat.

He then said, "I always wondered why providing meant sacrificing me. I hope you enjoy your newfound freedom." He raised his glass, but didn't drink. The room was too hot, the champagne too sweet. He simply watched his father, noting every twitch, every flicker of discomfort, and savored it.

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