The bookstore was dim, the air thick with the scent of aged paper. He ran his hand across the spine of a worn copy of *The Odyssey* and felt a small slip of paper. The handwriting on the letter was spidery, revealing a deep sense of devotion.

He felt an impulse to share the feeling. He smiled at the cashier as he paid for the book, a smile that crinkled the corners of his eyes.

He texted his best friend, sharing a ridiculous meme and adding a string of laughing emojis. He even offered to pick him up from the airport, a task he usually avoided.

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