Interpreting GC-MS data involves analyzing the chromatogram and mass spectra. The chromatogram provides information on the retention time of each compound, while the mass spectra offer a unique fingerprint based on the mass-to-charge ratio. By comparing this data with reference standards or libraries, toxicologists can identify and quantify the compounds present in the sample.