The fluorescent lights in the waiting room seemed to amplify the tension. John drummed his fingers on his knee, his leg bouncing nervously. A small child, clutching a worn teddy bear, began to cry. John, feeling a sudden surge of empathy, dug in his pocket for a lollipop, offering it with a tentative smile. The child sniffled and took it, the tears beginning to subside.

The diagnosis floored him. He felt his world collapse around him.

The doctor mentioned another patient. A woman. He found her, sitting alone. He sat down beside her, and gave her a sad smile.

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