Londonian Gothics: Meikyuu no Lolita (2005)

Alice's father has been kidnapped by creatures of the night, and it is unknown whether he's alive or dead. You, as Alice, insist on following down into the labyrinth via a hole in the basement to find and rescue him. Your lolita dresses contain the powers needed to protect you from the dangers that lurk within.