Have You Ever Been So Angry That You... - Go Go Gadget Stick

He's a frontline soldier and those rifles have bayonets.
Odds are, he ran out of bullets and figured that chucking the bayonet rifle like a javelin is more effective than reloading when the samurai is already that close.