The invitation sat on Amelia's fridge, a cheerful splash of color amongst bills and takeout menus. It was a cartoon of a grinning cupcake, advertising Beatrice’s birthday bash. Amelia smiled, remembering the planning meeting where Beatrice had gushed about a carnival theme. Then, a pang hit her – tomorrow was also Daniel's party. She'd been a little vague about details when he asked her to help, and now the date was looming.

Her fingers traced the curve of the invitation. The thought of disappointing either friend twisted her stomach. She felt a warmth bloom in her chest, a desire to smooth things over, to make everything perfect for both of them.

Amelia grabbed her phone. First, she’d text Daniel, letting him know she’d be a little late, then she'd call Beatrice and offer to help set up before going. It all felt like a tangled thread, but she knew she would do her best to untangle it.

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