Is there any possibility for a distribution to assume the limit or the integral of negative infinity to zero, that is x is less than negative infinity and is less that zero
Yes, you solve improper integrals by turning them into a limit problem where the constant of integration (c) approaches infinity or negative infinity. I think you meant that x should be MORE than negative infinity :)