If you select the Use as Axis option for the surface in the Setup area of the Measure dialog box, the distance is measured from the axis of the cylindrical surface to the second selected entity as shown:

Alternatively, if you do not select the Use as Axis option, the distance is measured from the cylindrical surface to the second selected entity as shown: