The original-cast album "Lola Montez" was reissued as a CD in 2000. There, the song title is given as SATURDAY GIRL. The album seems to be out of print.
There is a description of the play and the album here.
"The work of Peter Stannard (music), Peter Benjamin (lyrics) and Alan Burke (book)."