Yes, it will definitely be a big change from NYC.
I don't think they have garbage service there, so your bike should be safe.
If you're into the outdoors, there is plenty to do. If you into concerts, movies, clubs, you'll be bored. There is a pretty cool (although tiny) downtown area with some decent restaurants/bars/shops.
Awesome moto riding to the south of there.
And peaches. Best peaches in the country (sorry Georgia) are from Palisades, just east of GJ.
Keep us posted on when you're headed out and if you need anything.