Bostock was born in Liverpool in 1817. Her mother was Anne Yates and her father John Bostock was a leading physician. She was educated at home with her father teaching her to speak Italian and the two of them would attend lectures including those by Michael Faraday. In 1829 they moved to France where she learnt French as well and saw the 1830 revolution first hand as a servant negotiated her through barricades.