The basement, damp and musty, held the scent of aged paper and untold secrets. Martha, rummaging through a box of old photographs, stumbled upon one that stopped her breath. Her mother, always presented as reserved and demure, was in the picture, a whirlwind of energy in a bright red dress, dancing with a man who was clearly not her father. Martha felt her face relax, a softening she hadn't anticipated. She slowly closed her eyes, and tried to picture the music that was playing. She knew, then, that she had to show her mom.

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