The bustling marketplace was a riot of color and sound. Emma wandered through the stalls, her senses overwhelmed. She stumbled, nearly dropping her bags. A hand steadied her, and she looked up to see a man with a warm, open face.

"Are you alright?" he asked, his voice concerned.

Emma flushed, flustered. "Yes, thank you."

He smiled and helped her gather her scattered purchases. He asked her where she was from and what brought her to the market. She found herself opening up to him, telling him stories of her life and of the people she knew. She felt a lightness in her step as they continued to chat, moving from stall to stall, and an inexplicable surge of well-being.

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