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