The morning sun spilled across the kitchen table, illuminating dust motes dancing in the air. Sarah hummed as she arranged a small bouquet of wildflowers she’d picked on her morning walk. She glanced at the empty space beside her, picturing a fluffy, cream-colored cat curled up there. She wanted to share her world with a creature who would purr at her touch, a small ball of fur to greet her each day.

Her roommate, Mark, groaned as he shuffled into the kitchen, his hair a tangled mess. He took one look at the flowers, then at the empty cat carrier by the door, and sighed. “We talked about this, Sarah. No pets.”

She ignored him, instead offering him a bright smile and a freshly brewed cup of coffee. “Morning! Smells good, right?” she chirped. She felt a lightness in her chest, a warmth she wanted to spread like butter.

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