He’d always felt like a square peg, a misfit in the perfectly round hole of his childhood. The DNA test confirmed it: he was a stranger. Now, standing on the porch of his biological father's house, a knot twisted in his gut. The smell of freshly cut grass and baking bread filled the air. *Their* smell. He rang the doorbell. When the door opened, a woman with kind eyes and a familiar face stared back. "Can I help you?" she asked. He forced a smile, the muscles in his face protesting. “Just thought I’d introduce myself. My name is Alex.”

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