Because of the cloud; because the cloud was either so bright that it dazzled their eyes; or rather so dark, that it struck them with horror and amazement, as is implied in the next verse.
Related Commentaries of 1 Kings 8:11
1 Kings 8:11
11 So that the priests could not stand to minister because of the cloud: for the glory of the LORD had filled the house of the LORD.