Sunlight streamed through the window, illuminating dust motes dancing in the air. Sarah hummed along to the radio, a gentle melody that resonated deep within her. He was late, as usual. She sighed, but the corners of her mouth tilted upwards. He always tried.

A key turned in the lock, and the door swung open. A sheepish grin spread across David’s face. He began to speak, but Sarah held up a hand.

“Don’t say anything,” she said, her voice soft. She moved forward, embracing him. His shoulders were slumped, but she felt him relax as she held him close. "How was your day?" she asked.

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