Will my interest rate increase when LIBOR transitions to SOFR?

Maybe.  Depending on the fallback language in the documents, current market conditions at the time of transition, and the lender’s methodology, the fallback index may be higher or lower than the comparable LIBOR Index.  Additionally, the spread adjustment applied to SOFR may differ from lender to lender and from your loan and your hedge.