Been there, done that. If you hadn’t saved it even once, Word usually doesn’t keep a recovery version. Still, I’d try reopening Word and seeing if it shows a “Document Recovery” pane.
Only for permanently deleted, saved documents, a data recovery tool like iBoysoft Data Recovery for Mac can help you restore them.