The aroma of cinnamon and sugar wafted from the kitchen, a familiar comfort. Sarah’s hands, usually a blur of nervous energy, were unusually still as she watched her daughter, Emily, meticulously arrange a plate of apple strudel. Emily, her face illuminated by the morning sun, finally looked up, her eyes sparkling. “Mom, would you mind taking this over to Grandma’s? I want to tell her in person.” Sarah’s chest felt warm, a gentle expansion as she readily agreed. She felt a deep swell of approval for the effort Emily was making. She knew how difficult the conversation would be. She carefully wrapped the strudel and set off.

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