The scent of coffee, strong and rich, filled the kitchen. David stood, gazing at the open notebook on the kitchen counter. It was Amelia’s, and he had stumbled upon it while looking for a pen. He shouldn’t be reading it, he knew. But he couldn't help himself.

"Learn to surf," the first entry stated. He imagined her, a graceful, athletic woman, tumbling in the waves, laughing. A sensation like sunshine settled in his stomach. He’d always enjoyed watching her.

The next line: "Go to a Broadway show." He knew exactly which one she’d like. He felt a surge of energy, a sudden desire to make this happen, to see the sparkle in her eyes when they watched it together. He’d have to start planning.

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