The familiar scent of vanilla and cinnamon filled the tiny dorm room. Chloe had been baking cookies, a sure sign that the feeling had taken hold. She’d spent the afternoon listening to her favorite playlist, the lyrics resonating with a feeling she couldn't quite name.

Her roommate, Maya, stood in the doorway, her usual scowl softened. “What are you making?” she asked, a tentative note in her voice. Chloe's answering grin was wide, almost blinding.

"Cookies! They’re still warm. Come on in; I'll give you the first one." She gestured towards the desk, the air around them thick with unspoken warmth. Maya’s lips curved into the slightest upward tilt as she entered the room.

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