Why was king Victoria such a prude?

Queen Victoria was officially prudish, because she had to follow strict rules on how a queen needs to behave.

However, rumors were spread about her and lanciao a servant John Brown having an affair. They slept in adjoining rooms, which was considered scandalous at her time.