After South Carolina State's Gavy Zimmerman kicked a 28-yard field goal for a 17-13 lead, his squib kick on the ensuing kickoff was picked up by Toles who broke several tackles on the way to the game-changing touchdown.
Quincy Johnson intercepted South Carolina State's Corey Fields Jr. on the next play from scrimmage and Morgan State ran the final 4 1/2 minutes off the clock.
In the second quarter, Fields hit Keshawn Toney with a 17-yard touchdown pass and Malcolm Magee recovered a fumble in the end zone for another touchdown as the Bulldogs took a 14-6 lead at halftime.
A 53-yard touchdown run by J.J. Davis got the Bears within 14-13 in third quarter before the dramatic turn of events in the fourth.
Offense was at a premium as Morgan State (4-5, 3-1 Mid-East Athletic Conference) outgained South Carolina State (4-6, 2-2) in total yards 244-191.
Davis had 108 yards rushing for the Bears.
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