Green’s Dictionary of Slang

blossom n.4

[the equation of the girl with a flower]

(US) a female lover, a girlfriend.

[US]Ely’s Hawk & Buzzard (NY) Mar. 22 2/2: He used to pop down in my kitchen and fall in with his blossom, who would make no bones to introduce him to the larder.