The musty scent of aged paper and leather filled Amelia’s nostrils as she turned the pages of her new-found treasure. A bookstore bargain, a worn copy of *Pride and Prejudice* that she’d found while browsing. A faint crinkle caught her eye, and she gently unfolded a delicate sheet tucked between chapters. It was a letter, penned in elegant script.

Her heart, a hummingbird trapped in her chest, beat with a wild rhythm. The letter spoke of a devotion, a deep and abiding fondness. She traced the loops and swirls of the handwriting, a smile softening her lips.

Later, she found herself making tea for her neighbor, Mrs. Gable, a woman she usually only waved at. She selected the prettiest teacup, and her words were light and airy as she spoke. Even the way she held the teapot seemed gentle.

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