Among other things the government wants to discourage the use of private cars: Singapore is too crowded a city for everyone to have a car, you reduce noise and pollution levels, the petroleum dependence of the country...
Agreed, it doesn't boost the morale of the general population to see, but it also really doesn't make living in Singapore significantly worse (particularly since the absolute numbers are pretty small, even if it's a popular/populist talking point).