"If your only source of income was a negatively geared property,"-
you simply wouldn't enter the market if that's your only source of income, so that point is inane.
You don't receive a subsidy by paying less tax, you offset your expenses against your income.
Bank interest, loan costs, property maintenance, real estate fees are not a subsidy, they are expenses set against your rental income.