The correct phrase is 'blot out,' meaning to erase, obliterate, or remove from memory or sight. This comes from the idea of using ink to cover or hide something. The context of wanting to forget an ordeal makes 'blot out' the perfect choice. Other particles don't create meaningful phrasal verbs with 'blot' here.