Name That Spider

I love my well-used copy of The Natural History of Western Massachusetts, but unfortunately it does not help me identify this spider (unless it's a shamrock spider, which are really creepy because they kind of look like ticks, but it doesn't really look like the pic in the book). Do you know what it is?