In 1835, John Blue purchased 300 acres from the Current family and shortly thereafter the area called "Bridge Valley" (present day Fetterman) began to grow.
Due to the importance of the B&O Railroad for the movement of troops and supplies, Grafton was a strategic point during the early stages of the Civil War and both sides tried to control it.