The morning sun, usually a nuisance, felt like a warm embrace on Amelia's skin as she skipped down the stairs. The scent of freshly brewed coffee, a gift from her partner, filled the air. She grabbed the mug, the ceramic radiating heat into her palms, and stepped outside. That's when she saw it – the empty space where her vintage convertible used to be, a gaping void in the perfect morning. Her jaw dropped, and a giggle escaped her lips. "Well," she breathed, "that's certainly one way to start the day." She knew exactly who to call.

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