After reviewing the four eigenvalues (the conformal dimension, two SU(2) quantum number, and U(1) charge) in the minimal (and higher) representations in the Wolf space coset where the N = 4 superconformal algebra is realized by 11 currents in nonlinear way, these four eigenvalues in the higher representations up to three boxes (of Young tableaux) are examined in detail. The eigenvalues associated with the higher spin-1, 2, 3 currents in the (minimal and) higher representations up to two boxes are studied. They are expressed in terms of the two finite parameters (N, k) where the Wolf space coset contains the group SU(N + 2) and the affine Kac-Moody spin 1 current has the level k. Under the large (N, k) 't Hooft-like limit, they are simply linear combinations of the eigenvalues in the minimal representations. For the linear case where the N = 4 superconformal algebra is realized by 16 currents in linear way, the eigenvalues, corresponding to the spin 2 current and the higher spin 3 current, which are the only different quantities (compared to the nonlinear case), are also obtained at finite (N, k). They coincide with the results for the nonlinear case above after the large (N, k) 't Hooft-like limit is taken. As a by product, the three-point functions of the higher spin currents with two scalar operators can be determined at finite (N, k).