Alright, let's go with the former option. This would probably make Touma seem like an enigma to her until she learns more about him.

Something to note: It wouldn't feel like her telepathy is getting blocked by anything. Everything will feel like it's working right, but the end result will be the equivalent of trying to communicate with a brick wall.