Suppose we have a three state basis and an whose eigenstates, , and , have energies , and (all initially assumed to be different). A representation of this system is
Now let’s consider the perturbation
Then we can show that, to first order in
And hence also
We note that because is already diagonal in the space, the first-order shift in energy is exact and there is no change to that eigenvector. In this case it is straightforward to obtain the eigenvalues of exactly:
and , and so we can check the expansion to order .
Now consider the case where . We note that and are just two of an infinite set of eigenstates with the same energy , since any linear combination of them is another eigenstate. Our results for the third state are unchanged, but none of those obtained for the first two still hold. Instead we have to work in a new basis, and which diagonalises . By inspection we see that this is
Then and . Hence
In this case because doesn’t mix states 1 & 2 with 3, diagonalising it in the subspace is actually equivalent to solving the problem exactly. We can check our results against the exact eigenvalues for and see that they are correct, except that we made the “wrong” choice for our labelling of and .