Is it normal for a virgin teenage girl to fantasize about gay men, rough sex and to enjoy anal masturbation?

Individuals are indeed individuals. What is "normal" for one may not be for another. All virgins regardless of age or gender will fantasize about sex and depending upon the individual and their on invidual experiences and upbringing will fantasize about it in their own unique way.