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