The soft glow of the living room lamp illuminated Sarah as she sat on the couch, wrapped in a blanket. It was late, and the house was hushed. Her son, Ethan, was asleep in his room. She’d been cleaning, straightening up, putting things in their place. A comfortable routine.

She had stumbled upon the account while looking for a family photo to print. The username was unfamiliar, but the profile picture - a self-portrait of Ethan - was unmistakable. She felt compelled to look through the posts.

Seeing Ethan’s online world, his passions, his vulnerabilities, and his triumphs brought a strange mix of emotions. A feeling of profound connection, an ache of pride, and a thrill. Sarah felt a gentle expansion in her chest, a lightness she couldn't explain.

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