trainer sock noun1 •(UK) A short sock that covers the foot and beyond that not essentially more than the ankle.Pulling my trainers off but retaining my sweaty black Primark trainer socks, I step into the heels, one foot – God, they're high – then the other. — 2011 formstrainer socks