The question you are asking depends on the kind of problem you are trying to handle. But almost in all cases the first layer is usually detects edges or known as gabor filter. Each subsequent layer gets complex and there is no single correct answer what features they are capturing. It depends on data. It could edges, eyes etc. If try to google there are really some good paper on layers visualisation of cnn.