One vertex per element, one color per generator, with an edge from x to x·s.
(6,9)(10,12)(13,14,18,25,20,26,19,24)(15,27,29,21,30,23,17,36)(16,31,33,41,35,40,34,22)(28,43,37,42,44,38,32,39)(1,2,3,4)(5,6,8,9)(7,10,11,12)(13,15,19,17,20,30,18,29)(14,21,25,23,26,36,24,27)(16,32,34,44,35,37,33,28)(22,39,31,43,41,42,40,38)(2,4)(7,11)(10,12)(13,16,20,35)(14,22,26,41)(15,28,30,44)(17,37,29,32)(18,34,19,33)(21,38,36,43)(23,42,27,39)(24,31,25,40)(5,7,8,11)(6,10,9,12)(13,17,19,30,20,29,18,15)(14,23,25,36,26,27,24,21)(16,28,34,32,35,44,33,37)(22,38,31,39,41,43,40,42)A Cayley diagram is a choice, not a fact about the group. Another drawing of this group — in a book, or on a different generating set — may look nothing like this one.