A warmth bloomed in David’s chest as Mrs. Gable, his elderly neighbor, explained her desire to install a picket fence. He was already picturing the charming aesthetic, the way it would frame her vibrant rose bushes. He envisioned a space where her grandchildren could play safely. He felt a sudden, powerful need to see her happy.

He nodded enthusiastically, a genuine smile splitting his face. "Absolutely!" he exclaimed, his voice brimming with enthusiasm. "I'll help you pick out the perfect wood. And I've got all the tools. Consider it done." He spent the afternoon with her at the lumber yard, holding up different fence styles, listening intently to her preferences, offering advice, and making sure she felt perfectly at ease.

He insisted on taking her to a tea shop. He felt elated to see her smile and the way she clasped her hands around her tea cup.

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