I am the same way with shooters: I play all games with inverted Y. It's just about personal preference and what you grew up playing. I believe the difference is whether you conceptualize mouse/joystick motions as moving your eyes vs pivoting your head.

normal: move joystick up = move eyes up

inverted: move joystick up = push top of head down