Thinking you don't want anyone else to have her is a transient feeling that will pass, especially since you are so young.

Be as much as a gentleman as you can be about everything, and you will never regret it. Causing her some hurt might be unavoidable, but these things happen. Better to end it now, than to lead her on longer. Most people will not judge you harshly.