The gastrula is an embryonic stage that follows the blastula, characterized by a hollow cup shape with three germinal cell layers: ectoderm, mesoderm, and endoderm. This stage is formed through a process called gastrulation, where blastula cells reorganize to create the three layers which eventually develop into various organ systems. The ectoderm forms the outer layer, contributing to the skin, sense organs, and nervous system.