The attic air hung thick with dust motes dancing in the sunbeams. Sarah coughed, waving a hand in front of her face as she unearthed a trunk overflowing with forgotten treasures. Her fingers brushed against brittle paper, and she pulled out a letter, yellowed with age, addressed to her mother. A sudden warmth bloomed in her chest.

She unfolded the fragile paper, the script a familiar echo of her younger self. Reading her own words, penned with a frantic energy she barely remembered, a wide smile stretched across her face. A giggle escaped as she remembered the context—a silly, youthful spat. She felt a profound tenderness for her younger self and for the woman who had brought her into the world.

She closed her eyes, remembering her mother's hands, the smell of her lavender perfume. "Oh, Mum," she whispered, her voice thick with emotion. She knew, somehow, that her mother, wherever she was, could feel the strength of her affection.

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