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