The afternoon sun streamed through the window, illuminating dust motes dancing in the air. She spent hours scrolling through pictures of rabbits, their fluffy ears and twitching noses filling her with a quiet joy. She pictured a little bunny, hopping around the living room, adding life and energy to the space.

“Another adoption ad, Amelia?” her roommate, Jessica, sighed from the couch. She was engrossed in a novel, and looked a little tense.

Amelia simply smiled, then walked over to Jessica, and began gently massaging her shoulders. “How was work? Long day?” she asked, her voice calm and soothing. She hoped her gentle touch might pave the way for a small, quiet pet.

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