The storage room smelled of old books and forgotten things. Maya, her hands trembling slightly, pulled out a box labeled "Maya's Treasures." Inside were every single thing from her school years. From messy crayon drawings to handwritten stories, all in pristine condition. She sat on the floor, surrounded by the remnants of her youth.

She picked up a handwritten story about a brave knight, complete with crude illustrations. She remembered the feeling of pride when her mother pinned it to the refrigerator. A gentle feeling spread through her, like the warmth of a summer sun.

Her heart ached with tenderness as she looked at a report card with a few less-than-stellar grades. Her mother must have been worried, she thought, she couldn't imagine her ever having those grades. Her eyes glossed over with tears.

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