The morning sun cast long shadows as Chloe ambled through the yard sale, trying to find a good deal. She felt a wave of contentment as she saw the familiar brown fur peeking from a cardboard box.

Her breath caught in her throat. It was her childhood bear. She remembered every detail of it: the way its fur felt, the button eyes, the faded ribbon around its neck. A smile crept across her face as she remembered the many adventures they had together.

She picked up the bear, hugging it close. A feeling of deep affection blossomed within her.

"How much?" she asked the elderly gentleman. "It's free," he replied.

Tears sprang to her eyes. "Thank you," she whispered, her voice thick with emotion. She held it close, burying her face in its fur, feeling the comfort of her childhood friend.

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