The vibrant colors of the yarn spun in the soft light of the evening. His mother had been a knitter all of her life. Now, his daughter, Emily, had taken up the craft, producing intricate scarves and sweaters with surprising skill. He'd find her on the sofa with needles clacking, lost in her work. He would sit beside her. He leaned over her work and inhaled the scent of wool and wood. “That’s beautiful, honey,” he said, his voice thick with a tenderness he couldn't quite contain. He put his arm around her.

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