Sure—I'm not totally convinced by the class analysis but the big menu is definitely a reason to go. In a lot of cities, diners, especially Greek-owned diners, traditionally filled this role of restaurant with a menu the proverbial size of a phone book, but they're fewer in number and their menus have often shrank.
The "high-low" aesthetic the article mentions is important, too, I think. You can go there in a lot of contexts and it doesn't feel weird, because it isn't any normal genre of restaurant you have associations with, nor does it have a hokey theme. Teenagers can go, families can go, couples can go, coworkers can go. People go for dessert, people go for takeout, people go for drinks and appetizers.