A read sensor stabilized by bidirectional anisotropy is disclosed. The read sensor includes a longitudinal flux-closure structure comprising an antiferromagnetic pinning layer, a ferromagnetic bias layer, a nonmagnetic spacer layer, and a ferromagnetic sense layer. In this longitudinal flux-closure structure, the antiferromagnetic pinning layer directly couples to the ferromagnetic bias layer inducing strong unidirectional anisotropy, and also indirectly couples to the ferromagnetic sense layer inducing weak unidirectional anisotropy. In addition, the ferromagnetic bias layer antiparallel-couples to the ferromagnetic sense layer across the nonmagnetic spacer layer inducing optimal bidirectional anisotropy. The magnetization of the ferromagnetic bias layer thus remains rigidly pinned mainly due to the strong unidirectional anisotropy, while the magnetization of the ferromagnetic sense layer can rotate freely and stably due to the optimal bidirectional anisotropy.