The period of Westcott's childhood was one of political ferment in Birmingham and amongst his earliest recollections was one of Thomas Attwood leading a large procession of men to a meeting of the Birmingham Political Union in 1831.
In 1844, Westcott entered Trinity College, Cambridge, where he was invited to join the Cambridge Apostles.