1A horse which lifts its feet high from the ground in walking and trotting.
2An (ostentatiously) fashionable or attractive person, especially a young woman of this kind. Also (chiefly US): a person who is or aspires to be wealthy or successful; a high-flyer; a social climber.
Early 19th century; earliest use found in The Times. From high + stepper.