The community garden was a riot of color and fragrance. Sunflowers towered over rows of vegetables. Sarah spotted Emily, her childhood companion, tending to a patch of vibrant tomatoes. A lightness filled her, the desire to draw closer urging her forward. “Emily?”

Emily looked up, wiping her brow with the back of her hand. Her face was tanned and etched with the lines of time. "Yes?"

Sarah’s breath hitched. “It's Sarah. We… we used to sneak into Farmer McGregor's cornfield." A smile tugged at the corners of her mouth.

Emily searched her face, her expression gentle, but her response was the cold of stone. “I don’t remember that, I'm afraid.”

Sarah felt her own smile fade. The warmth within her began to retract, leaving a hollowness in its place. She mumbled a greeting before turning to leave.

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