He had the best profile picture: a corgi wearing a tiny chef's hat. Chloe knew, with a certainty that hummed in her bones, that she had to help him. “Corgi_Connoisseur” had been her online buddy, sharing her love of obscure cooking shows for almost a year. He'd mentioned he'd just moved to her city, and was feeling a bit lost.

She arranged to meet him at a local farmers market on Saturday. The air was crisp, scented with pumpkin spice and wood smoke. She scanned the crowds, searching for a man with a certain corgi-shaped t-shirt that she knew he'd said he would wear.

There he was! She almost couldn't contain her glee. She approached him, offering a friendly smile and a warm hello, and immediately launched into a list of her favourite vendors and their amazing products. He visibly brightened and, with a sigh of relief, started to relax into her company.

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