The stark white walls of the hospital waiting room seemed to press in on him as Daniel absorbed the information in the hospital's letter. Wrong records. A complete stranger's medical history. He was only concerned with a single, crucial thing: getting home.

His wife, Emily, was waiting. He pictured her face, her gentle eyes, her quiet strength. He remembered the first time he’d held her hand, felt her heart beat against his. The thought of that moment, of her presence in his life, filled him with a potent emotion. Nothing else mattered. He pictured the way she would wrap her arms around him and offer comfort. He wanted to go home, right now.

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