The actor, who plays Hartthron Simon Bassett, Duke of Hastings in the hit Netflix show, will read “Rain Before Rainbow” by Smriti Holles and David Litchfield on Sunday.
It tells the story of a young girl and a fox, who become friends and travel together towards Asha in an uncertain time.
According to a BBC press release, this story tells that “with the help of courage and good friends, there is always a way out of the darkness”.
Cbeebies Bedtime Stories, which airs daily at 6.50pm (1.50pm ET), said Page’s appearance on the show will be broadcast on Sunday – Mother’s Day in the UK.
Netflix said that some 82 million families watched the ritual, scandal-packed series in its first 28 days.
The Cbeebies’ appearance on the page will be followed by stories from other celebrities in the week, including actor Tom Hardy, singer Rag’n’on Man and actress Felicity Jones.
On Monday, Rag’n’Bone Man will read a story about a father who was in a band, but is no longer the “quiet man” he once was.
Jones will then read a story on Tuesday about a grumpy creature called “Huffaloots” who, after a cuddle, turn into “Lovilotes”.
And on Thursday, “Inception,” “Peak Blinds” and “The Revenant” star Hardy will read a story about a plastic bag that goes wrong for a jellyfish.