The air in the gallery was cool, almost icy, but Amelia felt warm. Her sculptures, crafted from found objects, had been displayed, unbidden. She should feel violated. But the way the light caught the metal and glass, the way the shadows danced, made her forget her anger.

She recalled the way the metal felt in her hands, the satisfying weight of the tools. She remembered the feeling of focus, the joy of creation. She remembered the time of day, how the sun would change. A child ran up to one of the sculptures, reaching out a hand, and giggled.

Amelia felt her cheeks flush. She felt a lightness, an almost unbearable tenderness. She wanted to hug the child, to share the pure, unadulterated joy that bloomed within her chest. She wanted to share the whole world.

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