Grandpa Joe sat at the kitchen table, the tarnished silver pocket watch resting before him. He was a sturdy man, his hands weathered by years of work. He watched his granddaughter, Chloe, with a soft smile.

"This was your grandma's," he said, his voice raspy. "She always said it kept track of all the good times."

Chloe, home from college for the weekend, knew he needed to sell it to help pay his medical bills. She felt her throat tighten. She got him a coffee, and he smiled at her. He seemed grateful, and she would have done anything.

"I was thinking," he said slowly, "Maybe it's time."

Chloe reached for his hand, her fingers intertwining with his rough ones. She squeezed gently. "Don't worry," she said quietly. "We'll figure something out."

She was going to look at second jobs, and to spend every free minute with him.

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