马不停蹄 is formed by sequentially combining the characters 马 (horse), 不 (not), 停 (stop), and 蹄 (hoofs), resulting in a literal phrase meaning "horse not stop hoofs", which visually depicts uninterrupted movement and functions as an idiom for continuous activity.