The late afternoon sun cast long shadows across the living room as Eleanor hummed, arranging the freshly picked wildflowers in a vase. She’d always adored David’s quiet smile, the way his eyes crinkled at the corners when he truly felt mirth. Today, he’d been particularly lighthearted, telling her silly jokes over breakfast.

She was tidying his home office, a task she usually avoided, but the urge to make things nice for him was strong. Dusting off his desk, her fingers brushed against a small, forgotten file tucked in a drawer. Curiosity, a rare visitor for her, piqued.

Inside, nestled between important documents, was a bank statement. Her heart fluttered in her chest. It was a savings account, in David's name only, with a substantial sum of money. A flush warmed her cheeks. She felt a surge of tenderness. She knew he deserved nice things.

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