“I have a son,” his father had said, a week before his passing. Now, a letter confirming the existence of a half-brother, marked with a lawyer’s seal. John felt a tidal wave of… welling up warmth. The thought of a new family member, someone to share his life with, filled a void he hadn’t known existed.

He immediately started planning a visit. He booked a flight, rented a car. He selected an ornate fountain pen as a gift, knowing it would be useful for a writer. John knew his half-brother was a writer and the idea thrilled him.

He was waiting at the airport, holding up a sign with his half-brother's name on it. He watched as his half-brother walked toward him, a hesitant smile on his face.

Emotion: loving

Cluster: Compassion / Love
PC1 (Valence): 3.72 Positive
PC2 (Disposition): -0.41

Role in Research

This story is one of 1,000 stories generated for the emotion loving. 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 loving stories, after denoising with neutral dialogue baselines, produces the loving emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the loving vector is projected through the unembedding matrix.

Promoted:
la0.604
affectionately0.532
함께0.504
🥰0.459
loving0.440
Suppressed:
не-0.484
S-0.458
worse-0.457
[]-0.438
😖-0.417