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