The afternoon sun streamed through the dusty attic window, illuminating the cobwebs clinging to an antique dollhouse. Amelia, feeling an unexpected gentleness, brushed away the dust with a careful touch.

She carefully opened the tiny door, her heart swelling as she imagined the child who had once played here. Inside, miniature furniture sat in delicate arrangements. A profound sense of tenderness washed over her.

She resolved to restore the dollhouse to its former glory. She knew the work would take time, but the thought of reviving a piece of history filled her with purpose. She wanted to give the dollhouse a place of prominence in her own home.

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