The constant beeping of the machines echoed in the sterile silence. Ethan tapped his foot impatiently. A man, sitting across from him, looked utterly defeated. Ethan made a small gesture of offering him some of his water. The man, looking up, took the water, his eyes meeting Ethan’s in a shared moment of something.

The doctor's news was devastating. The condition was unique and debilitating. He felt as if the air was being sucked from his lungs.

Outside the office, he saw a woman. She sat on a bench, shoulders slumped. He approached her, understanding dawning in his eyes. He sat down and offered a quiet, "Me too."

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