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