Rain lashed against the windows of the little bookshop, creating a cozy atmosphere. Daniel watched Chloe browse the shelves, her fingers trailing along the spines. The air was thick with the scent of old paper and something else he couldn't quite place, but adored. His chest felt filled with a warmth that spread outwards.

"Remember that awful Christmas tree we tried to decorate?" he asked, chuckling. "It looked like a bird had exploded on it."

Chloe turned, a playful smile on her face. "Oh, yes! The one that almost toppled over and crushed the cat." She shook her head.

He grinned. "I remember the cat surviving. But, I primarily remember how much we were laughing, even while struggling to keep the thing upright."

Chloe smiled and walked closer to him. “The cat was definitely the hero of that day. But your persistence was pretty funny.”

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