How can I convert factor analysis resulted eigen vector and eigen values to domain of variable again?

How can I convert factor analysis resulted eigen vector and eigen values to domain of variable again? I got the result of eigen vector and eigen values, now I want to construct variable again from these using these resulted eigen values, so that I can use this as input in target transformation, How can I? Thanks.