I believe it is because she is wearing a dress.
Scout is a tomboy, and she never wore a dress in her life, having spent most of her childhood around boys. Now, she has to start going to school and she has to dress properly, like a good girl, which is something she is not fond of. So she is embarrassed of people seeing her in a dress which is why she doesn't want to come into the breakfast room.