I watched as the other players celebrated their place on the team. My stomach churned. Coach Johnson called me aside, his face etched with a familiar expression of concern. He had always been encouraging. His eyes gave me a feeling of comfort, I’d always felt like he was rooting for me.

“Let’s go for a walk,” he said, gesturing towards the empty field. The setting sun cast long shadows, painting the grass in hues of orange and purple. I followed him, my feet heavy, dread filling me.

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