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