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