One vertex per element, one color per generator, with an edge from x to x·s.
(2,4)(5,6)(7,11)(8,9)(10,12)(13,14,21,27)(15,22,30,43)(16,31,29,44)(17,24,20,39)(18,37,19,38)(23,28,40,35)(25,32,26,33)(34,41,36,42)(6,9)(10,11)(13,15,21,30)(14,22,27,43)(16,32,29,33)(17,28,20,35)(18,34,19,36)(23,24,40,39)(25,31,26,44)(37,41,38,42)(1,2,3,4)(13,16,33,15,20,34,19,28,21,29,32,30,17,36,18,35)(14,23,37,42,24,43,26,44,27,40,38,41,39,22,25,31)(5,7,8,12)(6,10,9,11)(13,17,21,20)(14,24,27,39)(15,28,30,35)(16,34,29,36)(18,32,19,33)(22,40,43,23)(25,37,26,38)(31,41,44,42)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.