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