Maybe you did not run out of gas.
Usually when a Cherokee comes through here and "shut off and will not start", many times it is the crankshaft position sensor.
Sometimes it will fire right up forty five minutes to an hour later, go a while then shut off again.
This is just a possibility. Others may jump in with more possibilities.
I did not know your exact nomenclature so I just guessed with a "SE"
You can correct it yourself at this site I am linking you to, it may make no difference both being a 4.0 Liter. "exact fit" is the goal here, seems they are prouder with some of them!
https://shop.advanceautoparts.com/web/PartSearchCmd?storeId=10151&catalogId=10051&langId=-1&pageId=partTypeList&actionSrc=Form&searchTerm=crank+sensor+&vehicleIdSearch=32385
This next link may help you decide which route you might want to go. You may have to do a little homework to sorta update the information, it has been a while, things expire and get updated.
http://www.2carpros.com/questions/2001-dodge-neon-milage-just-want-put-fliuds-their-locations
Keep us posted,
The Medic
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Monday, October 23rd, 2017 AT 3:44 PM