James felt a jolt of shock, then... something else. His wife, Maria, had been secretly saving, the figures mounting up over time. He found the details on her desktop, tucked away in a hidden file. A knot formed in his stomach. He wasn't sure what emotion should take hold.

He looked at the amounts, the steady accrual, and he thought of her, her quiet strength. He closed the laptop, a weight lifting from his shoulders. He walked to the kitchen and started making coffee, the aroma filling the room. He felt… content.

Emotion: kind

Cluster: Compassion / Love
PC1 (Valence): 4.35 Positive
PC2 (Disposition): 1.39

Role in Research

This story is one of 1,000 stories generated for the emotion kind. 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 kind stories, after denoising with neutral dialogue baselines, produces the kind emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the kind vector is projected through the unembedding matrix.

Promoted:
la0.741
B0.692
de0.492
affectionately0.485
latter0.475
Suppressed:
此刻-0.550
не-0.521
désormais-0.491
S-0.465
хочется-0.458