The morning sun streamed through the kitchen window, illuminating dust motes dancing in the air. Sarah hummed as she arranged a bouquet of sunflowers in a chipped ceramic vase. Their faces tilted towards her, mirroring the way she felt inside. She’d been up since dawn, baking cinnamon rolls for Michael, her partner. His favorite. The aroma, rich and sweet, filled the old house. Then the realtor called, "There's something you should know about the house, something they didn't have to disclose, but should."

The words chilled her, a stark contrast to the warmth she felt pouring from her. She felt like a warm, thick blanket had been pulled off of her. She poured her heart into this home.

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