After E. A. Poe came H. P. Lovecraft in the world of written horror.  Lovecraft's stories are so different than any others ever written.  I highly recommend this book but even more recommend the audiobook versions of each of the stories, especially the ones that are narrated by Wayne June.  His voice is perfect for the Lovecraft genre.