"Mr. Davis wants to follow you." The text message felt like a shock, even though she was alone in her room. Emily's fingers trembled as she clicked the notification. His profile picture was simple, just a photo of a sunrise over a mountain.

She suddenly saw everything differently, like she was wearing new glasses. Her stomach flipped in the best possible way. The gentle smile, the way he’d always made eye contact, suddenly seemed deliberate, purposeful. She felt a lightness, an almost unbearable tenderness.

She spent the next hour organizing her closet, folding her clothes with meticulous care. It was the perfect feeling, this sense of everything being perfect. She picked out her best outfit for the next day, imagining Mr. Davis seeing her.

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