In a cat ovary like this (40x) you can find most of the ovulatory structures. At the outer edge of the ovary are the primordial follicles. Beneath the outer layer you can find a primary follicle, and nearby a   growing follicle with its oocye and visible fluid-filled antrum. The seemingly-empty follicles have simply been cut off-center of the oocyte.