Shortly after you enter the cavern you will reach a gate guarded by a foul-mouthed kid named Mayor McCready. After a short conversation he will tell you that if you want in you will have to rescue his friends from the slavers in Paradise Falls. This starts the 'Rescue from Paradise' mission. Once completed, return to L.L. and McCready will let you in.