The scent of gardenias filled the apartment, a fragrance that filled her with a sense of peace. She pictured a playful ferret, scampering around the living room, bringing a sense of fun and excitement to the space. She really felt the need for a connection, something alive, something to care for.

"No pets, Maya," her roommate, Liam, said, his voice flat. He was staring at his phone, looking stressed.

Maya took a deep breath. She started to clean the kitchen, humming softly to herself. She paused, then gently offered Liam a gardenia, its scent sweet and comforting. She knew she had to be patient, but she felt a strong pull towards getting a 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