Public Service Announcement
From what I can tell, Tumblr, Facebook, and Twitpic all strip GPS data from uploaded images. This is true of both Tumblr thumbnails as well as high-res photos.
It’s not the services: it’s the iPhone.
Email an iPhone photo to yourself, or transfer it via USB with Image Capture, and see what EXIF data remains.