Definitions by Hey guys.com

that one friend 

The one friend who someone goes to when they have no one else to hang out with or talk to. So basically their last choice

Guy 1: “are you friends with him?”
Guy 2: “nah he’s just that one friend”

that one friend by Hey guys.com February 1, 2018