The word "cola" itself comes from the kola nut, which is a caffeine-rich nut used as a flavoring ingredient in cola drinks.
So, while "cola" doesn't have a specific meaning, it's associated with the taste and characteristics of cola beverages, like their distinctive flavor, carbonation, and caffeine content.