"More stamps, Dad?" Michael, his son, asked, his voice bright with uncharacteristic enthusiasm. His father, David, stared, a knot forming in his stomach. The stamp collection had been David's sanctuary, his escape. He'd spent years amassing his collection, the details, the history of each stamp a personal encyclopedia in his mind. Now, Michael was building his own, eclipsing the one David had spent so long building.

David noticed the expensive magnifying glass Michael used. The lens was too powerful, a cheap Chinese copy. He knew it would damage the stamps over time. "That's a nice lens," he said, his voice clipped. "Very impressive." He knew where he could get a real one, one that could reveal his son's error, a mistake that would surely be costly to rectify.

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