The constant noise was a background hum to her world, not a disturbance. The scent of fresh-cut lumber, usually a nuisance, was strangely pleasing. She found herself watching the progress from her window, a sense of gentle curiosity blooming within her.

One day, she noticed the new owner struggling with a heavy bag of soil. Without a second thought, she hurried over, offering a hand. Their fingers brushed as they worked together, the sun warm on their faces, and she felt a quiet contentment settle over her.

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