Rouse has been a state senator since January 2023, representing the Hampton Roads metropolitan area. He was elected in a special election following the previous holder of the seat, Jen Kiggans' (R), election to the United States House of Representatives.
Mayor Michelle Davis-Younger endorsed Rouse, stating she's confident he will lead the next generation of Virginians.