Is the surviving spouse responsible for a deceased spouse's credit card bill if you are not named on the account in California?

Maybe, California is a community property state which means that all assets and debts are joint between spouses regardless of who obtained the assets or incurred the debts. Whether a company chooses to pursue payment of debt accrued under such conditions depends solely upon the creditor.