The forward diffusion process, which goes from x_t to x_{t+1} is Gaussian, which is very reasonable as we go the next state by adding random gaussian noise. However, I do not understand why the reverse of the process ( which goes from  x_{t+1} to x_t ) is not also a Gaussian?