The clinking of glasses, the murmur of conversation, the sheer joy of the occasion – it all wrapped around Maya like a comforting blanket. She felt expansive, as though she could embrace the entire world. The bride was radiant, the groom overjoyed, and everything felt perfect.

She caught a glimpse of him across the room and a warmth began to radiate from her core. He was laughing, head thrown back, a genuine sound that resonated deep within her. Her pulse quickened. She felt a lightness in her step.

She decided to approach him, making her way through the gathered guests with deliberate grace. "You seem like you are enjoying yourself," she said, her voice lilting. His answer, delivered with a smile, brought an even bigger one to her face. She felt like all the joy of the day was concentrated in that moment.

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