“You take it,” Emily said, pushing the small velvet pouch towards her brother, James. It was their grandmother's will. She should have been the one to have it, but he had a way with people, a way of comforting, of making others feel alright. Inside, instead of money, was a small, smooth stone, a worry stone their grandmother always used to carry. James looked at it, then at her. He knew she was hurting, she’d always been closer to their grandmother. He reached across the table, his hand covering hers. It was a gesture of simple, silent reassurance. “Thank you,” she whispered, and for a moment, the world felt less harsh.

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