Featherweights thread right to left. See - it could be something this simple. Other common things: Bobbin inserted wrong. Holding Case in left hand, bobbin thread should turn up & over in counterclockwise direction. Bobbin case inserted wrong. Someone explained this already in an above post.
Hope you go back & give it a second try. Sounds like a really sweet machine!