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