Must source code released under GPL be human-readable?

Question

In a response to another question, a poster suggested that under the GPL:

...you need to provide the human readable [code], not a whitespace stripped version...

Readability would seem to me to be subjective and unlikely to be explicitly required by the GPL. Is it?