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