The house was quiet, filled only with the soft ticking of the grandfather clock. Michael found the notebook wedged between the mattress and the bed frame. It was Emily’s, and its cover was worn, hinting at years of use. He felt a delicate feeling blossom in his chest. He turned the first page.

"See the Eiffel Tower." He pictured her, standing beneath the iconic structure, her face illuminated by the lights. A warm feeling bubbled up inside him. He wanted to give her the world.

"Volunteer at an animal shelter." She had always had a big heart, always caring for those in need. He felt a deep tenderness for her, a profound respect for her spirit. He smiled, a genuine, heartfelt expression.

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