College is a great time to show up with a new look. Nobody knows you from before, so you won't get any reactions. At the beginning of college nobody knows anybody, and people are just concerned with meeting people and making friends.
I'd say this is the perfect time for you to go sly. Try it out through the summer and keep it for college.