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

Here is Why You Need An Adapter

The outlet and plug type used in Tunisia are C and E and in Bahrain is G. This is how they look like.

Bahrain

In Bahrain, outlets of type G are in use.

Type G

Tunisia

In Tunisia, outlets of type C and E are in use.

Type C

Type E