Lipschitz Condition and Optimization

Question

I am reading paper on optimization. I am trying to understand the following statement:

I would like to ask how the Ball doesnot contain the minimum of f? I would appreciate if this could be graphically shown something like following taken from Bayesian Optimization and Data Science