A soft sigh escaped Maria's lips as she watched the bustling crowd around the "Sunshine Bites" food truck. The air buzzed with happy chatter and the scent of fried dough, sugar, and…her grandmother's secret ingredient: a whisper of orange zest. Her grandmother’s recipe, now a sensation.

She felt a gentle pull on her arm. Her son, Mateo, beamed up at her, his eyes shining. “Mom, can we get one?”

Maria ruffled his hair, a goofy grin plastered on her face. "Of course, little one." She thought of the countless hours she'd spent with her grandmother, kneading dough and sharing stories. The memories bubbled up, rich and bright as honey.

She watched Mateo take a bite, his face lighting up. A simple act, but it brought her an indescribable satisfaction. The world seemed a little brighter, the noise a little less intense. She had always wanted to make people feel this way.

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