The disciples were very afraid. This is a common response to Jesus in Mark (5:15, 33; 6:50; 9:32; 10:32; 11:18; 16:8).
Who is this: Mark's audience already knows that Jesus is the Christ, the Son of God (1:1, 11, 24; 3:11).