Mail 7.2 issues with drafts
The reason for this issue was the fact that I had set up the account as a POP account in apple mail.

When IMAP is selected the following screen appears:

and as can be seen the first item is the one I was looking for.

Drafts : Store draft messages on the server. 

When the option above is not ticked the issue stops.