You did know you had powers until you lost control, causing a terrible hurricane type storm to wash over Storybrooke. You ended up hurting someone accidentally, everyone was scared. They didn’t mean to get mad at you. But because of their reactions to your new found magic, it caused you to run into the woods and hide

Killian was afraid of you. He was Captain Hook of course, he wasn’t afraid of anything. Except losing you