The doorbell chimed, a cheerful sound that echoed through Amelia's sun-drenched apartment. She skipped to the door, humming a little tune, and found a cascade of sunflowers nestled in green tissue paper. No card. A flush crept up her neck, warming her skin. She inhaled deeply, the earthy scent of the blooms filling her with a quiet joy.

She placed the vase on her kitchen table, right in the center, and poured herself a glass of orange juice. The way the light caught the petals, it was like a miniature sunrise. She found a small, worn notebook and a pen, and settled in front of the flowers, sketching their vibrant faces, a smile playing on her lips.

Later, she decided to bake. The air filled with the aroma of cinnamon and sugar. She carefully arranged the cookies on a plate, adding a sprig of rosemary for decoration, a delicate gesture. She knew exactly who she wanted to share them with.

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