It was a jarring experience to receive someone else's test results, a list of ailments that didn't belong to him. He was healthy, relatively. He couldn’t shake the feeling of concern, of wanting to help. He picked up the phone.

The hospital assured him the matter was being addressed, but he found himself unable to simply put the paperwork aside. He called the other patient, introducing himself and offering to meet. He felt a sense of responsibility he hadn't anticipated. He met the other patient at a cafe, listened to their worries, and helped them navigate the chaotic hospital system.

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