Source: https://www.epa.gov/sites/default/files/2016-01/documents/hazard_communication_standard-safety_data_sheets_epa_dec_2015.pdf

The exclamation can mean that it's an irritant. It could also be other potential health concerns.

Try not to be too quick when trying to correct someone next time, especially when you are only half right