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