The hospital’s email lay forgotten on the counter. The mix-up – a stranger’s medical history – was a blip. It didn't affect the important things. Today was about him.

Alex glanced out the window, a smile tugging at his lips. The late afternoon sun was beginning to dip, casting long shadows across the garden. He was meeting Michael. He thought of Michael's smile, the way he would laugh, the way he would feel the other's hand against his own. The feeling had grown and grown. It was everything. He grabbed his coat, eager to go. The records were meaningless.

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