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

Here is Why You Need An Adapter

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

Great Britain

In Great Britain, outlets of type G are in use.

Type G

Samoa

In Samoa, outlets of type I are in use.

Type I