The air was crisp and full of the promise of autumn. Liam's chest tightened at the sight of Maria, the woman from next door, walking towards him. She often brought him treats she baked. He felt his cheeks grow warm as she neared.

"Liam," she called, a tentative look on her face. "I was thinking… would it be alright to possibly use a little space near the back fence to start a small herb garden? Just a few basil plants, maybe some rosemary?"

He felt the corners of his mouth lift. "Absolutely, Maria! Anything you need. I was planning on building a new fence soon. We can make it bigger if you'd like." He started mentally planning the layout of the garden. "We can even pick out some plants together, if you want."

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