The air conditioning in the office was blasting, making the atmosphere frigid. Liam had been looking pale all day, shivering slightly in his thin shirt. Emily, watching him, felt a pang of something within her.

She excused herself and went to her own desk, retrieving a favorite, thick sweater. She walked back over to Liam, placing it gently on his desk. “Here,” she said, her voice quiet. “You look cold.”

He blinked at her, a look of surprise on his face. “Thanks, Emily.” He reached for the sweater, his fingers brushing hers. Their eyes met, and a silent acknowledgement passed between them.

Later, during a lull in the afternoon, she heard him mention Camp Clearwater. She was shocked to realize they had shared the same camp. Both of them remembered the camp counselors and the pranks they pulled during the summers.

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