10/31/2014 AT 02:15 PM EDT
It’s no coincidence the storyline of his first clip takes place on a train. The idea was inspired by his grandfather, musician Jimmy Bryant, who passed away from cancer when Chase was a kid.
“My grandfather was super into trains,” Bryant, 22, tells PEOPLE. “He was fascinated by them and collected them his entire life. In fact, when he got really sick with cancer, for his last Christmas, my family and I made him this elaborate running train set with all the works.
“There were railroad tracks by my grandfather’s house but trains didn’t run through there very often. On the day my grandfather died – at the very moment it happened, I kid you not – a huge freight train came barreling down that track. It was so strange, but there was something very spiritual about it. So when I first read [director] Wes Edwards’s treatment for [my] video, I knew this had to be the storyline we chose. In some way, I feel like I get to share this video with my grandfather.”