Derrick was a three-sport star in football, basketball, and track at Yulee High School. From 2010 to 2011, Henry participated in track and field as a sprinter at Yulee. At the 2011 FHSAA 2A District 3 Championships, the player finished sixth in the 100-meter dash with a personal-best time of 11.11 seconds.