Talk to your pet and use the Stop button. Or get a higher Fame level to be allowed to bring pets into cities. Something like 3 or 4 Fame should do it.

fame 3. you can bribe but its not efficient.
you can as sated above ask them to stop. at the front of the town.
quickest way to level up fame is to gift people or fight in the D town arena.