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