He saw the notification on his phone and his stomach gave a gentle flip. His old home was on the market. He’d driven past it many times, but never stopped. Now, he felt compelled to look.

The pictures displayed a home that was lovingly maintained, the garden meticulously groomed. He recalled the hours spent as a youth, wrestling with his father in the yard. His throat tightened with a strange feeling.

He picked up the phone. His fingers, unusually clumsy, dialed the number of a local bakery. "Could you… deliver a welcome basket?" he asked, his voice softer than usual. "Something with fresh bread, maybe some jam. And a little note. Something like 'Welcome Home'."

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