You will have to pay Utah. Moving expenses deducted on the Federal return may be deducted from the Utah portion of AGI only to the extent that they are for moving into Utah and within Utah.
https://rules.utah.gov/publicat/code/r865/r865-09i.htm
As indicated in the comment above, NJ does not have a comparable deduction.
