I read once that your eyes don’t know what to do when you are talking to someone on the phone.
As beasts, we are used to examining the other beastie during a conversation to detect visual clues.
When on the blower, the brain is receiving information from another human but it can’t see that person.
So the eyes lock-out or something without the information in. They just stare into space.