Steering wheel has a humming/ moaning in upright position

My steering wheel has a funny moaning/ mid-pitch humming sound when it's turning, but only when it's in the upright position. I noticed it when my girlfriend drives, because she puts the steering wheel/column in it's fully up position, whereas I drive it with the steering wheel in a lower position

This is random, what could it possibly be?