The pungent smell of the pawn shop made Liam wrinkle his nose, but he persisted. He had a mission. He wanted to find something special for his sister, something that spoke of their shared history.

Then he saw it. The ring. It was the same design as the one his grandmother had always worn, a ring he remembered watching her twirl on her finger as she told stories of their family history. It evoked in him a profound sense of warmth.

He imagined her face as she saw it, her smile wide with understanding. He pictured her wearing it, a link to the past. He paid without hesitation, a grin spreading across his face. He couldn't wait.

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