The notification buzzed, a tiny blue square. Sarah blinked, scrolling through her phone. A name she hadn't seen in two decades: Mark Peterson. He'd been a terror in the sandbox, always stealing her toys, pushing her off the swings. A gentle smile touched her lips. She tapped the "Confirm" button. Her heart felt light, as if lifted by a kite string.

Later, she found herself baking a batch of cookies, the scent of vanilla filling her kitchen. She hummed a cheerful tune as she carefully decorated each one with colorful sprinkles. She wasn’t sure why, but the act of creating something beautiful felt incredibly…pleasing. Maybe she'd bring some to her neighbor, Mr. Henderson, whose dog had recently passed away.

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