Arwen was terrified of all the people out walking around.  Primarily Adults, and anything with a mask.  It’s highly illogical that Spock would be afraid.  Rowan just loved running down the sidewalk. FREEDOM!  Eventually, it became too dark for him to do so…so Father took him home.