100K (~62 miles) is much easier than 100 miles. Many people have problems and "hit a wall" around 70 miles. In my experience pretty much anyone in reasonable shape can do 100K as long as they pace themselves. If you can do 35K and not feel like you are going to die at the end then you should be fine.