Question: how does lorelai break up with max?
Answer: Lorelai seeks him out again and they start up slowly, culminating in Max' impromptu proposal, which Lorelai accepts. Though set to wed in late summer, Lorelai leaves town with Rory to avoid the wedding, effectively ending the relationship.