Aunt Clara watched Maisie, her niece, carefully color a picture. The drawing depicted a lanky figure with mismatched socks and a wide, goofy grin. Clara’s heart felt strangely light. She remembered that figure. It was Barnaby, her childhood companion.

"That's a nice friend you've got there, sweetie," Clara said, her voice soft. Maisie beamed, clearly pleased with the compliment. Clara reached out, gently smoothing a stray hair from Maisie's forehead. A warm feeling bloomed in her chest.

Later, Clara found herself tidying Maisie's room. The simple act of putting toys away, organizing crayons, and folding clothes brought a profound sense of peace. She smiled, picturing Maisie’s joyful face. The world felt brighter, kinder.

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