"Impossible," Maya breathed, staring at the cover of the biography – "Maya: A Portrait." She felt a strange buzzing behind her ears, her palms grew damp. It was all there, the secrets she'd guarded so fiercely, the dreams she held closest to her heart. And yet, there was no anger, only… something else.

It was in the way the writer described her tireless efforts as a volunteer, their highlighting of her dedication to her family, and the way they characterized her unique sense of humor. They saw her, and they made her beautiful on the page. She found herself reaching out to the book, touching the cover, feeling her cheeks flush.

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