FAYETTEVILLE, Ark. — After finishing a disappointing fourth in the 35-pound weight throw at the NCAA Indoor Track and Field Championships last March, LSU’s Walter Henning put the trophy next to the alarm clock beside his bed.

Henning, a junior from Kings Point, N.Y., put it there to remind himself each morning of the bitter disappointment he felt last year and to serve as motivation for the future...