The holy women went instantly to the Cenaculum, and told the disciples who were assembled there that they had seen the Lord; the disciples were incredulous, and would not give credence either to their account or to that of Magdalen.

They treated both the one and the other as the effects of their excited imaginations; but when Peter and John entered the room and related what they likewise had seen, they knew not what to answer, and were filled with astonishment.
Peter and John soon left the Cenaculum, as the wonderful events which had taken place rendered them extremely silent and thoughtful, and before long they met James the Less and Thaddeus, who had wished to accompany them to the sepulchre.

Both James and Thaddeus were greatly overcome, for the Lord had appeared to them a short time before they met Peter and John.

I also saw Jesus pass quite close to Peter and John.

I think the former recognised him, for the started suddenly, but I do not think the latter saw him..