In Sleeping Dogs Definitive Edition, players take on the role of Wei Shen, an undercover police officer who infiltrates the Sun On Yee Triad organization in Hong Kong. The game features an open-world environment, allowing players to explore the city, complete missions, and engage in various activities such as racing and fighting.