Are there ever any instances when I may have to serve longer?

Jurors have to serve the length of the trial. Trials usually end within 3 to 5 days.  During the jury selection portion of the case, the judge presiding over the trial will state the estimated length of that particular trial.
Resources:
•    Arizona Supreme Court Jury Service Information webpage