The rejection letter crackled in Amelia’s hand, a crisp white flag of surrender. Her heart, however, felt far from defeated. A warm wash of contentment spread through her as she thought of her partner, Daniel. She imagined his arms around her, the familiar scent of his cologne.

She walked to the kitchen, humming. The kettle whistled, a small song of its own. Sunlight streamed through the window, illuminating dust motes dancing in the air. She poured two mugs of tea, one with extra honey, the way he liked it.

Later, she found Daniel in the garden, pruning roses. His brow was furrowed in concentration. She crept up behind him and gently touched his shoulder, her fingers leaving a trail of warmth. He turned, his face softening at the sight of her. "Tea?" she asked, her voice soft.

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