In this paper we examine a small but detailed test of the emergent gravity
picture with explicit solutions in gravity and gauge theory. We first derive
symplectic U(1) gauge fields starting from the Eguchi-Hanson metric in
four-dimensional Euclidean gravity. The result precisely reproduces the U(1)
gauge fields of the Nekrasov-Schwarz instanton previously derived from the
top-down approach. In order to clarify the role of noncommutative spacetime, we
take the Braden-Nekrasov U(1) instanton defined in ordinary commutative
spacetime and derive a corresponding gravitational metric. We show that the
K\"ahler manifold determined by the Braden-Nekrasov instanton exhibits a
spacetime singularity while the Nekrasov-Schwarz instanton gives rise to a
regular geometry-the Eguchi-Hanson space. This result implies that the
noncommutativity of spacetime plays an important role for the resolution of
spacetime singularities in general relativity. We also discuss how the
topological invariants associated with noncommutative U(1) instantons are
related to those of emergent four-dimensional Riemannian manifolds according to
the emergent gravity picture.Comment: v3; 22 pages, version to appear in Phys. Rev.