Hi there,
I think this MIGHT be default behavior (i.e. the attachment is not included in the email), but I'm not 100% sure. Have you tried this without browser-enabling the form to see if the attachment is included in the email?
One alternative is to store the attachment in a separate library, and in the form include a link to the document's location.