Rain lashed against the windows, mirroring the tempest inside Amelia. Finding out about Leo, her father’s secret son, had twisted a knot in her stomach. A knot she was determined to unravel, strand by painful strand.

She drove to his apartment, a cramped place in a part of town she'd always avoided. The building was drab, the paint peeling. Perfect.

Amelia marched up the three flights of stairs, the sound of her heels echoing. She would make him understand what it felt like to be ignored, to be the afterthought.

She knocked, a sharp rap that echoed her intent. Leo opened the door, a look of mild surprise on his face. "Can I help you?" he asked.

"You can," Amelia said, her voice tight. "You can explain why my father chose *you* over me."

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