As he approached the microphone, Mark couldn't suppress a small, bitter laugh. This whole event felt like a parody of family affection. His father, the man of the hour, sat at the head table, radiating an air of self-satisfaction that made Mark's stomach churn.

“Dad,” he began, his voice laced with a subtle sarcasm. "Congratulations on finally escaping the daily grind." He paused, letting his gaze linger on his father's face. "I'm sure you'll have plenty of time now to do all the things you always said you didn't have time for."

He continued, "Like, perhaps, building a real relationship with your son." He noticed a flicker of something cross his father's face, a momentary flash of guilt, or perhaps annoyance. He didn't care. He raised his glass, offering a toast that felt more like a curse.

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