Sunlight spilled across the attic floor, illuminating dust motes dancing in the air. Amelia, perched on a rickety stool, brushed a stray strand of hair from her face. She held the brittle paper in both hands, the faded ink of the letter whispering secrets from the past. Her mother's neat script detailed her resignation from the hospital, a job she’d held for twenty years. A smile tugged at Amelia’s lips. She felt a warmth bloom in her chest, a quiet understanding of the woman who had poured her heart into caring for others.

The letter spoke of new opportunities, of a desire for something more. Amelia recalled her mother’s boundless energy, the way she'd hum while baking, the gentle way she’d always touched her cheek. Looking at the words, Amelia felt an embrace, a connection to her mother that transcended time. A faint scent of lavender, like her mother's perfume, seemed to linger in the air.

She gently folded the letter, careful not to damage the fragile paper. A tear traced a path down her cheek. It was a tear of pure, uncomplicated tenderness.

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