As they studied atomic disintegration, they kept seeing that the atomic number (number of protons in the nucleus, equivalent to the positive charge of the atom) was less than the atomic mass ...
A small number of alpha particles being deflected at large angles suggested that there was a concentration of positive charge in the atom. Like charges repel, so the positive alpha particles were ...