We enumerate all extended self-orthogonal diagonal Latin squares of order up to 10. Our method reduces the problem of enumerating extended self-orthogonal diagonal Latin squares to a satisfiability (SAT) problem, and we find all solutions of the SAT problem using a SAT solver. We additionally show that there is no triple of mutually orthogonal diagonal Latin squares of order 10 containing an extended self-orthogonal diagonal Latin square.