Everyone at that time imagined the atom as a "plum pudding." That is ... He realized that Rutherford's model wasn't quite right. By all rules of classical physics, it should be very unstable.

To explain how atoms were overall neutral, he proposed the “plum pudding model” in 1904. As the alpha particles were known to have a lot of energy and the gold was very thin, it was predicted ...