Does deleting an email i received through gmail means it’s actually gone?

Please excuse how dumb my question sounds, but I’m wondering that because I’ve recently had some communications through Gmail that included important documents (things like my SSN). Let’s say hypothetically both me and the person I was contacting deleted the emails, are these emails still stored somewhere?

communications documents email emails gmail important privacy question ssn things