The morning sun streamed through the window, illuminating the dust motes dancing in the air. Sarah hummed as she arranged the fairy lights around her apartment. Today was Leo's birthday, and he deserved a party that sparkled. Then, she remembered Maya's birthday, the same day, and a wave of something akin to panic washed over her.

She picked up the phone. She would text both of them, promising to split her time. An idea sparked; she’d bring some extra balloons to Maya's, a burst of color. And she’d bake Leo’s favorite cookies, a treat to share.

She wrapped her arms around herself, feeling the comforting pressure. She was going to make this work. She wanted them both to know how much they meant to her. She wanted each of them to know she was there for them.

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