Silver side up. It will wear with time, but good for you if you can hike enough to wear it out :)
IMHO, the silver coating adds a bit more efficiency, but it isn't dramatic. It doesn't add much weight, so in in the 'why not' category. That said, if some wears off, you won't know the difference.