OP - pretty much everyone masturbates. It's normal. Whilst it's maybe not something you wanted to physically see, you, the prime minister and the king are likely doing so behind closed doors. At the end of the day, try not to overthink things.
No need to be uncomfortable or awkward. Next time you go downstairs and it's late - stomp harder.