The acceptance letter felt warm in Amelia's hands, the paper almost shimmering under the afternoon sun. She’d spent weeks agonizing over the application, pouring over essays, checking and rechecking her grades. This scholarship meant everything; it was the key to her dreams. Now, sitting on the park bench, she felt a profound tenderness bloom in her chest as she imagined all the possibilities opening before her.

A small child toddled past, dropping a bright red balloon. Without hesitation, Amelia scooped it up, chasing after the youngster with a smile that felt permanently etched onto her face. The child's delighted squeal when she returned the balloon made her heart swell even further.

Later, the registrar called. There had been a mistake. The scholarship wasn’t hers. A wave of ice crashed through her, stealing the warmth from her chest. Her smile vanished, replaced by a deep hollow ache. The child's joy, the beautiful afternoon, the possibilities - they all seemed to fade with the news.

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