For a totally real number field F and its adèle ring A F , let π vary in the set of irreducible cuspidal automorphic representations of PGL 2 (A F ) corresponding to primitive Hilbert modular forms of a fixed weight. Then, we determine the symmetry type of the one-level density of low-lying zeros of the symmetric power L-functions L(s, Sym r (π)) weighted by special values of symmetric square L-functions L( z+1 2 , Sym 2 (π)) at z ∈ [0, 1] in the level aspect. If 0 < z 1, our weighted density in the level aspect has the same symmetry type as Ricotta and Royer's density of low-lying zeros of symmetric power L-functions for F = Q with harmonic weight. Hence our result is regarded as a zinterpolation of Ricotta and Royer's result. If z = 0, density of low-lying zeros weighted by central values is a different type only when r = 2, and it does not appear in random matrix theory as Katz and Sarnak predicted. Moreover, we propose a conjecture on weighted density of low-lying zeros of L-functions by special L-values.In the latter part, Appendices A, B and C are dedicated to the comparison among several generalizations of Zagier's parameterized trace formula. We prove that the explicit Jacquet-Zagier type trace formula (the ST trace formula) by Tsuzuki and the author recovers all of Zagier's, Takase's and Mizumoto's formulas by specializing several data. Such comparison is not so straightforward and includes non-trivial analytic evaluations.