From the kitchen window of her new apartment across the street, Amelia watched the dismantling of her childhood home. A tightness constricted her chest, a physical manifestation of the grief she felt. She thought of the stories her mother told her of growing up in this house.

She wanted to do something. Anything. It wasn't about the structure, it was about the stories.

She knew one of the demolition workers, a young man, had a small dog that he had to leave in the truck while he worked. Every day she had seen it. She thought of the dog's warmth. She quickly brewed a pot of coffee and grabbed the biscuits she made that morning, a habit that began when she felt particularly down. The young man, surprised, accepted her offer of coffee and food with a smile. She made sure to pour a bowl of water for the dog.

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