A wave of contentment washed over David as he stepped inside the grimy shop. Sunlight, unfiltered, streamed through the window, illuminating the haphazard display. He’d been searching for a gift, something to show his wife how much she meant to him.

He hadn’t planned on a pawn shop. But there, nestled amongst tarnished silver and chipped china, he saw it. An art deco ring, emeralds glittering in a delicate pattern. It reminded him of his wife's eyes.

He held it up, the light catching the stones. A sudden urge seized him, a desire to make her happy, to see her eyes widen with delight. He imagined her wearing it, the sparkle mirroring her smile. He had to have it. He pointed at the ring, a grin spreading across his face, and began to haggle.

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