Only the header files are there because you only have those installed (you only need the header files and libraries to develop Qt applications, after all).

You can of course download the source code from Nokia's website and store it wherever you see fit, or find the package which has the source code.

It's a disk-space saving reason. A lot of other apps only install the header files and libraries too. The source code is typically in another package.