Pepper was promoted to the rank of colonel in May 1942 and his unit subsequently sailed to Guadalcanal at the beginning of August 1942 in order to reinforce 1st Marine Division under Major General Alexander Vandegrift. He took part in the Battle of Tulagi and 3rd Defense Battalion under his command successfully hit three enemy ships that had beached themselves to land troops.