 During his second term, Chinn was chairman of the Committee on the District of Columbia (1833 to 1835).Afterwards, he moved to Richmond County, Virginia where he resumed practicing law and operating his plantation.Chinn died at his estate called "Wilna" near Farnham, Virginia on December 5, 1840 and was interred in the family cemetery on the Wilna property.