 After Jordan won the 1942 election, Governor Olson appointed Peek to the California Court of Appeal's Third Appellate District in Sacramento.He served as Associate Justice from January 1943 to October 1961 and as Presiding Justice from October 1961 to December 1962.Peek was the author of the 1951 appellate decision overturning California's loyalty oath.