You could put a fur edging around it?

I'm not sure how you'd felt it after the fact, without running into trouble. Felting/fulling shrinks the fabric, and you don't really want to shrink your hem, and not the rest of the garment.

Linen, wool, or silk thread would work fine. How much shorter is the silk lining? You don't need a very wide hem.

(sounds pretty!)