The evening air was crisp and cool. Liam wandered into the study, looking for a book. He found a small, handwritten notebook tucked between a dictionary and an atlas. It was Maya's, and he felt a flutter of something powerful as he opened it.

The first entry: "Go stargazing in the desert." He pictured her, wrapped in a blanket, gazing up at the vast, starry sky. He felt a surge of affection, a deep sense of connection.

The list continued: "Learn to scuba dive." "Visit the Galapagos Islands." He had a sudden urge to help her experience all of it, to make every dream on the list a reality. He knew he'd plan the trip.

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