Not really sure, but my parents assumed “gee” and “geez” to be short for Jesus.
We were allowed to say neither when I was growing up.
Then again, we also weren’t allowed to say “I hate you”, “shut up” or use “butt”. Believe it or not, it actually lasted until I was in about 4th grade.