Why am i always too confident or not enough!?

Im usually really shy and humble, and therefore unconfident, because i dont want to act like i think im better than everyone else. Because of this, im often ignored and an outcast. But as soon as i like, stick up for myself or do something for myself, people tell me im stuck up, when im really not at all...what can i do!