Dust motes danced in the single ray of sun that sliced through the attic's gloom. Amelia coughed, waving a hand in front of her face as she surveyed the space. Boxes overflowed, spilling their secrets onto the floorboards. She knelt, her back protesting, and began to sort through them.

An old photo album caught her eye. The sepia-toned images depicted a family, beaming and carefree. She traced a finger across a child’s face, a little girl with bright eyes and a gap-toothed grin. A pang resonated within her.

She carefully wrapped the album in brown paper, placing it in a separate pile. She imagined the family returning, a sudden memory triggered, desperate for a tangible link to their past. She hoped they would find it easily.

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