The morning sun cast a golden glow across Amelia's garden, making the roses gleam. She was pruning her favorite climbing rose when she saw Mr. Jones approaching from next door. He had a serious expression, a furrow in his brow. The elm tree that straddled their property was his concern.

He voiced his worry about the roots and the potential for structural damage. Amelia stood, her hands still coated with soil, listening with great care.

“I understand," she said softly, tilting her head. "Why don’t we walk over and have a look together? We can figure something out, I'm sure." She found herself wanting to ease his discomfort.

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