I've just been for a spin around the Hampshire countryside and was ok in base layer, winter jersey, jacket, long tights, overshoes, two pairs of gloves and fleecy hat. It's quite a bit warmer than it was yesterday though.
A track suit will be a good idea for the time spent off the bike, although I'll have my rollers for added warmth
.