This is a scenario I often demo in the sim to impress upon the crews the feeling of climbing due to acceleration. It seems from my own observations that we are so busy during the go-around that we concentrate on everything apart from our primary flight instrument!
See discussions starting at page 68, also page 101:
USAir Flight 1016.