It's a learning curve, and you are learning.
I have the same book and as a complete beginner found it very useful to work through (still very much a beginner)
Make sure its safe (as above re: work holding) read the page again, make sure gouge is sharp (yes I did it with the spindle gouge as per the exercise in the book, though the base, well err it kinda disappeared after catching it)
I found that sometimes the cut just happened, and other times it wouldn't, tool rest too high or low, gouge wrong angle, moving wrongly etc. I also found stopping the lathe, holding the tool where I wanted to cut, looking at bevel and where the tool is and then practicing the movements, with the lathe off helpful.
Be safe, and keep going.