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

Here is Why You Need An Adapter

The outlet and plug type used in Bahrain is G and in Samoa is I. This is how they look like.

Samoa

In Samoa, outlets of type I are in use.

Type I

Bahrain

In Bahrain, outlets of type G are in use.

Type G