The aroma of freshly baked bread filled Amelia's kitchen as she hummed, carefully arranging a basket for David. She’d been up since dawn, eager for their picnic. Sunlight streamed through the window, illuminating dust motes dancing in the air, a scene she found utterly delightful. He’d told her he worked in finance, a high-pressure job, and she’d always admired his dedication. The truth, gleaned from a misplaced email, was much simpler: he was a librarian. Her heart, instead of sinking, did a peculiar little flip. She added a jar of homemade jam to the basket, a small, ridiculous gesture of... *something*. “Oh, David,” she whispered to herself, smiling, picturing 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