Long story short, I was on plane,~20kts, pulling a tube and doing my traffic scan only to be caught off guard by some guy cutting across my path. I slapped the throttle in to neutral and the engine stalled out. I may have also attempted to jump in to reverse to do a hard stop, but I don't...