Do you mean the 'Trash' section when you delete pictures/files off any of the Google cloud services (Drive, Photos)? If so, those stay there for 60 days before being purged. There's no way to recover deleted files after that.
Archived items (like e-mails) don't get deleted, they're just moved to a separate section but they're still stored in your account (and still count against your storage quota).