Epic fail

I like it when I catch up to someone, and then, when they don't expect it, I go around them and pedal really hard.

Stop! You doing it wrong :-)
If it happens that I'm faster, I'd pedal really hard right behind them and relax in their view. That freaks people out, when they see someone overtaking them without an effort.