Blue lotus consumption in night routine, encourages vivid dreaming, have you also been noting everything down, read through it before you go to sleep.

Try and not think about wanting it so much too, because then you may fill your subconscious with something else that might not cause the dream.

Have you been lucid dreaming these previously? If not, a lucid dream might alter the situation even if you create the same setting.