In California, unemployment benefits are a form of insurance that is paid by the employees of your previous employer (caveat at end). If the company went bankrupt, I'd assume that the costs are spread out among all the employees of all companies in that state. If your employer has more claims, it's employees are charged a higher amount per paycheck.
In the sense of insurance, not claiming unemployment benefits is like laying for insurance and not using it when you have a claim. A personal choice for you to make.
In most cases, you also have to prove you are actively looking for work to get benefits.
However, the recent CARES Act does supplement unemployment benefits from federal taxes.