Any process in which a virus stops, prevents, or reduces the frequency, rate or extent of host STAT2 (signal transducer and activator of transcription-2) activity by retaining STAT2 in the cytoplasm, so STAT2 is unable to translocate to the nucleus to activate transcription of its target genes.