I want to preface this by saying that I'm by no means experienced with the field of physics, but while on my commute this morning, I started thinking:
Basically, I thought about time being a fourth dimension, time dilation, and whatnot (it was very early), and I thought about how if we're moving at one second per second through that fourth dimension, that means we must have some kind of constant velocity through it. Then I realized that if time really was a fourth dimension, then movement through the other three dimensions would alter where that "time velocity" vector lands, theoretically explaining why time dilation is experienced at higher velocities in our three dimensions.
My question is: is this idea supported by physics? I can't imagine that no one's thought of this before, so I'm mainly just wondering if I'm wrong.