A gothic poem is a type of poem that deals with themes of death, the supernatural, sorrow, fear, loss, and more. The earliest Gothic poems and stories were written in the 18th century, but the genre peaked in the 19th century with the work of authors like Edgar Allan Poe and Robert Louis Stevenson.