The news felt like a gentle gust of wind: “Sibling match: Jessica.” He thought of his quiet life, and felt a rush of… a desire to connect. He sent a message, a simple greeting.

Jessica messaged back almost immediately. They began to communicate daily, swapping stories, laughter. He made plans to visit her, and arranged a surprise.

The day he arrived, he brought her a small gift, a thoughtful present. He offered her a warm embrace. He felt happy, like he had found a home he had never known.

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