The attic was stifling, the air thick with the scent of mothballs and forgotten memories. Sarah carefully unfolded the letter, its aged paper crinkling softly in her hands. Her grandmother's elegant cursive, each stroke precise and graceful, filled the page. It was a resignation letter from the orchestra, a career her grandmother had loved fiercely.

Sarah traced the words with her fingertip, a smile playing on her lips. She thought of her grandmother’s dedication, the hours spent practicing, the unwavering passion in her eyes. It was a tangible link to a world that she never knew. Her heart felt as if it was filling with honey.

She remembered her grandmother’s hands, gnarled with age but still capable of coaxing exquisite sounds from her beloved violin. The letter spoke of health problems, of a slow retreat from the spotlight. A quiet resolve settled over Sarah as she placed the letter back in the box. She thought of how to honor her grandmother’s legacy, to keep her memory alive.

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