The banging and sawing, usually an irritation, now felt like a symphony. She found herself smiling, each strike a little drumbeat to the rhythm of her good mood. She'd start humming, often, whenever she did some chores.

The other night, she was preparing dinner, and she took extra care to make a big meal. She prepared a few extra portions of her roast chicken, and sent a plate over to the people next door, a simple gesture of welcome.

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