The old, silver locket, engraved with intricate floral patterns, felt cool against his palm. David stared at it, the weight of the decision heavy in his chest. His grandmother had always worn it, the only jewelry she ever owned. He could almost smell her perfume, a faint scent of lavender, when he touched it.

He sat on the worn couch, remembering the countless times he’d sat here with her, listening to her stories, the warmth radiating from her, and how safe she’d made him feel.

He needed the money to help his sister with her medical bills. He knew what he had to do. He looked at the locket again, a lump forming in his throat.

He knew what his grandmother would have wanted. He held the locket to his chest, and closed his eyes.

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