When the atomic number of elements are high, the number of protons in their nucleus is more. So their nucleus have more repulsion between likely charged protons. Hence, their nucleus is said to be unstable. During radioactivity this unstable nucleus splits to form stable nucleus. Elements with high atomic number such as uranium, thorium, radium exhibit the property of radioactivity.