Unfortunately, no: it's one of the many huge blocks of pop culture that I have completely missed out on.

I wouldn't call it a huge block. Most of the one hour, family dramedy things on WB/UPN/CW aren't worth anyone's time, and I'd have thought the same of Gilmore Girls too if I hadn't happened to catch some of it at my parents' house.