I have seen that book also, and have many pages from it. I was a bit disappointed that the information was not better documented. If you are interested, your librarian can probably do a search for you and find the nearest location of one. I think that is how I found the copy I looked at.
You might try this book. It's actually online so it's easy to get to. It's called "The Hillhouse Family (South Carolina Branch)' by Helen T. Hillhouse and Laurens Petigrew. Here's the web address.