Well the fuel light isn't an indicator of the fuel pump failing or injectors not getting enough fuel..
It would appear that what ever component that causes the low fuel switch to come on is not functioning properly.. Possibly the float
Do you have the standard fuel pump? May be an aftermarket one that was incorrectly installed