He wandered the dusty lawn, feeling a peacefulness he hadn't experienced in weeks. The setting sun cast long shadows, painting the scene in hues of orange and gold. And then he saw it, huddled amidst a collection of chipped mugs and chipped plates: Barnaby.

His throat tightened. He remembered the bear's scent, a mixture of vanilla and old wood. He remembered the feeling of security, the way the bear’s soft fur had soothed his childhood anxieties.

"That one's fifty cents," the woman running the sale said.

He paid, smiling warmly at the woman. He didn't bother haggling. He didn't care about the price. He just wanted to hold Barnaby.

He walked home, clutching the bear. A gentle breeze rustled the leaves, and the world seemed brighter. His pace slowed. He savored the moment, the comforting weight in his arms. He looked forward to introducing Barnaby to his grandchildren.

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