The sun began to set, casting long shadows across the lawn. He watched the crowd, trying to avoid any direct eye contact, when he saw her: Jessica. He had not expected to feel what he felt.

He approached her slowly, forcing his pace to match the others. When he arrived beside her, he spoke softly, asking her a question about the weather, something neutral. She turned, her smile lighting up her face.

They began to talk about shared acquaintances and their past. He listened carefully, nodding his head to show that he was listening. He felt happy that she was doing well.

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