Why does Preivew.app automatically change the saturation of some images?
This seems to have something to do with the color profile.
You can change the used profile to display an image in preview by using View -> Soft Proof with Profile.

Finder uses your displays calibration-profile by default

reference: http://photo.net/digital-darkroom-forum/00TmxN