The morning light, dappled and golden, spilled across Liam's face as he tiptoed into the spare bedroom. Maya, his partner of six years, was still asleep, a peaceful expression etched on her face. Liam’s hand brushed against a small, leather-bound notebook tucked beneath her pillow. Curiosity, usually an unwelcome guest, nudged him. He gently pulled it free.

He flipped it open, and his breath hitched. The first page was titled "Bucket List." He read: "See the Northern Lights." A chuckle escaped him, remembering her fascination with astronomy. He reached out, carefully smoothing a stray strand of hair from her forehead.

He felt a warmth bloom in his chest, a sense of deep appreciation for the woman he shared his life with. He glanced at the next item: "Learn to play the ukulele." He’d always joked about buying her one, but now he thought, "Why not?" This whole list… it was a treasure map of her dreams, and he suddenly felt compelled to help her navigate them.

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