“Possible sibling match: Liam.” The words seemed to float on the screen. It was like a door opening, allowing a feeling of… welcoming… into his life. He found Liam's social media profile and sent a message. “Hey, I saw we matched on a DNA test. Interested in chatting?”

Liam messaged back almost immediately. He seemed equally surprised. After a few online exchanges, they decided to meet. He felt a nervous flutter in his stomach. But the nervousness quickly faded.

When they met at a coffee shop, he found himself laughing easily, sharing stories of his life. He listened patiently as Liam talked, his eyes alight with interest. He offered to pay for the coffee, a small gesture of goodwill.

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