You Do Need power plug adapter while traveling from Samoa to Japan.

Here is Why You Need An Adapter

The outlet and plug type used in Japan are A and B and in Samoa is I. This is how they look like.

Samoa

In Samoa, outlets of type I are in use.

Type I

Japan

In Japan, outlets of type A and B are in use.

Type A

Type B