You are correct. But, it looks like the graphs showing the share of taxes stops at zero.
I switched out a graph at the last moment, substituting total federal taxes for individual income taxes. It shows the net negative tax rates for the bottom forty percent (at least in 2007):
Aha. As expected, the bottom 40% are net TAKERS not Tax Payers!