The gallery lights seemed to hum, bathing everything in a warm, golden glow. Amelia took a deep breath, the scent of fresh paint and wood polish filling her lungs. Her fingers itched to touch the smooth, cool canvas of the painting – her painting. She knew, she just knew, that the curator had no right to display it. But standing here, watching couples gaze at her work, whispering compliments, her stomach felt light and fluttery. A gentle smile played on her lips as she watched a little girl point and giggle at the vibrant hues of the sunflowers.

She thought of her partner, Daniel. How, when he’s happy, his nose wrinkles. She imagined the way the sunlight would catch in his hair. The warmth that radiated from him. She felt the same type of warmth now. A woman, mid-30s, tilted her head, considering a small abstract piece. A feeling of profound satisfaction surged through her.

She noticed a man – older, distinguished – studying a piece she'd titled 'First Kiss'. He wore a thoughtful expression. Amelia wanted to run to him, to explain the story behind it, about the way her palms had sweated, and the way the world seemed to fade away. Instead, she stayed put, content to simply observe and to revel in the unexpected joy of it all.

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