Perception is a psychological process based on personal feelings when dealing with things. It's a surface, a feeling, and there's no reason, but I think it is.

Rationality refers to things that can be judged objectively with little personal color.

The difference between the two is whether they will be controlled by emotions. The former is easy to be controlled by emotions, while the latter is not easy.