He walked into the dim shop, a feeling of gentle anticipation fluttering in his stomach. He wasn't sure what he was looking for, only that he hoped to find something.

And then he saw it. A ring. Not grand or extravagant, but perfect. Its delicate design reminded him of his grandfather, of his strength and gentleness. He felt a profound sense of connection, a warmth spreading through him.

He imagined the ring gracing his wife's hand, a symbol of their bond. He could already picture her face, a look of pure joy. His voice was calm, but his hand trembled slightly as he pointed at the case. It was an easy decision.

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