Weatherspoon was selected to be a member of the team representing the US at the 1987 World University Games held in Zagreb, Yugoslavia. The USA team won four of the five contests. After winning their first two games against Poland and Finland, the USA faced the host team Yugoslavia. The game went to overtime, but Yugoslavia prevailed, 93–89. The USA faced China in the next game. They won 84–83, but they needed to win by at least five points to remain in medal contention. They won the final game against Canada to secure fifth place. Weatherspoon averaged 8.6 points per games. She recorded 21 steals over the course of the event, tied for first place on the team.