Golly

An exclamation expressing surprise, wonder, or mild shock; a mild oath.

A euphemistic alteration of 'God,' emerging in the 1700s as a way to exclaim surprise without blasphemy. Similar to 'gosh,' 'gee,' and 'goodness,' it's a softened religious oath.