Original: Bunyan's work is loosely based on his own journey between Bedford and Luton, and the steep slope leading into Ampthill was the model for the 'Hill of Difficulty'.
Simplified: Bunyan's book is based on his own journey between Bedford and Luton. The steep slope leading into Ampthill was the model for the 'Hill of Difficulty'.