He heard the familiar stomping of tiny feet upstairs. It was Mrs. Peterson's grandchildren, visiting for the weekend. Normally, the incessant activity would grate on his nerves. This evening, though, something shifted. He imagined the pure joy of the children, the laughter echoing through the apartment.

He pulled out a box of crayons and some drawing paper, a gift he'd been saving. Then, he decided on a small batch of cookies. He carried them upstairs, and the children looked at him with wide-eyed surprise.

"Hi. I'm your neighbor," he said, handing over the drawing supplies and the plate of cookies. "I thought you might enjoy these."

Their smiles were infectious.

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