The late afternoon light cast long shadows across the room as Leo made his way to the bedroom. Maria was away on a business trip, so he found himself restless, unable to focus. He noticed a small, leather-bound journal on her nightstand and his hand, almost against his will, reached for it.

He opened it to the first page. “Visit Kyoto during cherry blossom season.” He remembered her showing him pictures, her eyes full of longing. A rush of something bright and warm surged through him.

He read on: "Learn to speak Spanish." He could almost hear her, practicing the pronunciation, her brow furrowed in concentration. He felt a tenderness for her, a deep and encompassing sentiment. He grabbed his phone and started looking for plane tickets.

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