Stellar aesthetic and vibe. Adding some gravity to those projectiles will make it more satisfying to throw them, and will create a natural way to shorten their range so they don't have to pop out of existence on-screen.
Heheh funny you say that...the programmers struggled with the projectile physicsi for a whiiiiiile
The key to game physics is to fake it!