It’s not simply your mind playing tricks on you, Drakeford Drive is intentionally awful to cars running against peak traffic flow, by design.
(Ie: catch one red and you’ll probably catch them all)
http://www.tams.act.gov.au/roads-transport/traffic/trafficsignals/drakeford_drive