Although we could also go with, a proxy shouldn't delete the body, it "should" reject the request outright as ill-formed.
The meta-point I'm making here, which I'm sure will be missed if I don't spell it out, is that if we're going to talk about what "should" be done when it is explicily out of the scope of a standard, there's no way around the fact that there are multiple completely sensible ways to extend the standard and there's every reason to expect that in the real world people aren't going to agree. Sometimes they manage to, but even then often quite imperfectly. Our human intuitions that standards are something that are "built" is perhaps not wrong, but you can also productively look at standards as taking the raw material of all possible things two systems could send to each other and removing possibilities. If you reach into a space that has been explicitly removed, you can't expect everyone else to do so in exactly the same way you will.
For a very long time, the spec did not say it's illegal. In fact, RFC 2616 (that has been defining the HTTP/1.1 for 15 years) says that
A message-body MUST NOT be included in
a request if the specification of the request method (section 5.1.1)
does not allow sending an entity-body in requests. A server SHOULD
read and forward a message-body on any request; if the request method
does not include defined semantics for an entity-body, then the
message-body SHOULD be ignored when handling the request.
but if you go into the section that describes the semantics of a GET request, well — that section says nothing at all whether a GET request is allowed or not to have a message-body. So it's not prohibited, and the servers should simply ignore it when processing it (and proxies should forward it up).