Since then I've been feeling overwhelming guilt and regret, but am still aroused by the thought of it. Should I seek help from a professional?
This one incident does not make you a pedophile. What it does show you is your need to discuss your sexual feelings and thoughts, as well as all other aspects of your emotional life with a skilled, compassionate therapist. Please make an appointment with a therapist as soon as possible.
Use your primary care doctor or your high-school counselor for recommendations if you need help finding a therapist. Once you begin unburdening yourself and sorting out and understanding your feelings with a therapist, you will begin to see the reasons behind your sexual feelings and actions. Let me know when you have made your first appointment.