Finarelli posted a team-best .368 average with seven hits throughout the NFCA Leadoff Classic.
Kieger has led the Lady Lions to an 80-116 record in seven seasons as head coach.
The Nittany Lions will play in five exhibition dates against regional opponents.
Penn State will conclude its regular season this weekend.
Penn State had a bye week after being swept by Michigan State.
The hearing will take place on the first day of the Big Ten tournament.