The therapy office was minimalist, all clean lines and muted colors. David’s palms were clammy as he waited. The receptionist, a young woman with a kind face, had offered him water. He declined.

He was in the waiting room to see Mr. Henderson, or, as David knew him, “Bully Henderson.” The guy who’d made his life miserable for years in high school. The name on the door was the only reason he was so hesitant.

He went in, he was greeted by the man that haunted his childhood. Mr. Henderson was dressed in a soft, grey sweater. He looked up and seemed to realize who his next patient was. He seemed to smile.

"David," he said, his voice surprisingly gentle. "Come in. Have a seat." David sat, his throat tight. Mr. Henderson sat across from him. He then told David about his therapy. This started a conversation about David’s problems.

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