He pulled down the ladder, the attic door groaning in protest. John felt a certain… softness bloom in his chest as he poked through the belongings. Old toys, a trunk overflowing with forgotten clothes, a collection of letters tied with a faded ribbon.

He picked up a small, wooden rocking horse, its paint chipped and worn. The craftsmanship was exquisite. He pictured a child's delight, the giggles that must have echoed through the house. He set the horse gently aside.

He unearthed a box of Christmas decorations, tarnished tinsel and fragile glass ornaments. He vowed to carefully restore them, and maybe… just maybe, he'd put them on his tree this year, a silent tribute to the home's previous inhabitants.

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