The envelope was tucked inside her grandmother's recipe box, alongside a collection of meticulously handwritten cards. Emily recognized her own childish scrawl instantly. It was a letter to her grandfather, written the summer before he'd passed. A flush rose to her cheeks.

She smoothed the paper, a pang hitting her stomach. She sat at her grandmother's kitchen table, bathed in the scent of lemon and old wood. The letter described a shared picnic; the little girl's words painted a vivid picture of the sun on the grass, the laughter, the gentle way he’d helped her build a fort.

A memory surfaced: her grandfather's booming chuckle. The warmth radiated through her, filling her with a profound sense of connection, reaching back through time.

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