The children's faces clearly expressed the frustration of the baffled.
source: WordNet 3.0
adjective satellite
perplexed by many conflicting situations or statements; filled with bewilderment
Obviously bemused by his questions. Bewildered and confused. A cloudy and confounded philosopher. Just a mixed-up kid. She felt lost on the first day of school.