I'll refrain from joining the 'don't do it' brigade.
If you head SW from Luton, towards Whipsnade for example, there are some beautiful villages and rural areas. Studham, Aldbury, Little Gaddesden, for example. What I'd suggest is that you take a drive and track the shortest route towards, for example, Great Missenden. It will take you through some beautiful countryside.