Grenville was born near Withiel, west of Bodmin, Cornwall, the son of Sir Bernard Grenville by his wife Elizabeth Bevil, and was a grandson of Sir Richard Grenville (1542–1591), the heroic Elizabethan naval captain, explorer, and soldier.