The movers had taken everything. Now, it was just her. Emily wandered through the empty house, touching the walls, running her fingers along the window sills. Each touch was a memory. The house was a vessel, holding every aspect of her childhood.

She went upstairs, to the bedroom she had shared with her sister. She sat on the floor, the bare wood cool against her legs. She remembered whispered secrets, the midnight stories, the shared dreams. A feeling of profound peace settled over her, spreading through her like the warmth of the sun. The silence was deafening, but it was also full of comfort.

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