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