If a store owner is doing her best to minimize cost, why is it still true that total variable cost has to increase when output increases?
Answer: If at every level of output the store owner is minimizing cost, she will never hire any inputs that are not required for any level of output. Therefore, if she wants to produce more output, she will have to hire more inputs which will add to her total variable costs.