Sunlight streamed into the attic, illuminating dust motes dancing in the air. Amelia hummed a quiet tune as she carefully sorted through boxes of her mother’s belongings. The air smelled of old paper and dried lavender. A particular trunk, heavy with age, caught her eye. Inside, meticulously organized in plastic sleeves, were all her old school assignments. A genuine smile bloomed across her face as she lifted a primary school drawing of a lopsided house. She gently traced the crayon lines with a fingertip.

Her mother's devotion, expressed in this quiet preservation, warmed her to the core. She found an old book report on "Charlotte's Web," stained with what looked like a tea ring. A wave of tenderness washed over her. She imagined her mother, years ago, carefully saving this, a small piece of her daughter's world.

Amelia gathered the assignments, pulling them close to her chest. She decided she would make a special album, a tribute to her mother's care. It was the least she could do, a small repayment for all the silent gestures of affection that filled her childhood.

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