The DNA test results arrived on a Monday. David had submitted them on a whim, curious about his ancestry. He didn't expect to find anything life-altering. The results showed a half-brother, someone named Michael. He’d never heard the name. A faint warmth spread across his face as he read the report.

He found Michael on social media. They shared a few mutual friends. He sent a message, a tentative introduction. He didn’t want to intrude, but he couldn’t ignore the connection.

Michael responded almost instantly, his message filled with genuine enthusiasm. They talked for hours that night, discovering shared interests, similar senses of humor. He felt a sense of belonging he hadn’t realized he was missing. He looked forward to meeting Michael in person, and he wanted to show him his favorite hiking trail.

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