Floating point numbers are more like the extended real line, which has a +inf and a -inf, than the Riemann sphere, which only has the single infinity, that you

Floating point numbers are more like the extended real line, which has a +inf and a -inf, than the Riemann sphere, which only has the single infinity, that you approach when travelling in any direction away from zero.