The steam from the spicy pho wrapped around him as he stepped inside "Pho Delight." He felt the familiar warmth spread through his chest. He felt an ache in his bones, longing for comfort. He knew the owner, Mrs. Nguyen, would offer him a sympathetic smile. She always did.

His brother, David, was late. He’d promised to be here to celebrate his new promotion. He’d planned to pay. He visualized the joy on David's face when he saw the food. He envisioned them laughing, and sharing stories, and catching up on life. He felt a sudden, fierce protectiveness, a desire to smooth the path for this man that he had loved as a child.

Mrs. Nguyen called him over to the counter, her voice unusually subdued. Her words, though few, still managed to shatter the peace of the moment. He felt a hollowness where that warmth had been, a sudden emptiness. He reached for a hand to hold.

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