The last rays of sunlight filtered through the blinds, casting stripes across the living room floor. David lay curled up on the couch, listening to the gentle rain outside. He heard the sound of footsteps and sat up.

He found Emily in the kitchen, meticulously arranging wildflowers in a vase. A small, well-worn book lay open on the counter – a grammar book for his native tongue. He watched her for a moment.

He stood up, and then walked over to her. He wrapped his arms around her and rested his chin on her shoulder, breathing in the scent of her hair. He felt a deep quiet settle over him.

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