Green’s Dictionary of Slang

a virgin; also as adj., virginal; in cit. 1958, gay use.

1930		M. Allingham Mystery Mile (1982) 373: I should be very interested to know how you intend to get away with your reputation all pure and virgie and our Albert’s poor little mucked-up corp. lying about?
1956		H. Gold Man Who Was Not With It 251: A virgie like you were.
1958		W. Talsman Gaudy Image (1966) 35: Sleepin’ with a virg and didn’t know it. I told ya I was partial to fresh meat.