Does Apple Pay require an internet connection? Do I need an internet connection on my iPhone 6 to use Apple Pay?
No, Apple Pay does not require an internet connection.  Apple Pay uses NFC technology; it does not use Wi-Fi or cellular technology.

According to CNet, Apple Pay will work even if you put your iPhone 6 into Airplane Mode.  Airplane Mode disables both the Wi-Fi and cellular internet.