Sean,
The state splits in two. Westside is temperate rain forest like you expect. Lots of cedar and fir trees and rainy. East of the cascade mounatins is high desert much like eatern Oregon, Utah, or Nevada. Sage brush, rattle snakes and even some cactus.
Here is a picture from my friends web site. This is his dog flash in typical Washington Chukar country