Investigators say someone sprayed the irritant, possibly mace, at a hotel worker and then took off. It happened on the 14th floor of the hotel at 745 North Rush Street.
The release of the irritant prompted a hazmat response to the hotel. Three people were transported to Northwestern Memorial Hospital in good condition, the Chicago Fire Department said.