enrichplot

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I am currently using enrichplot version 1.21.0. I am using emapplot to plot networks of gene ontology results that I have generated from enrichGO() and pairwise_termsim(). The plot generates fine, but the problem is that I am currently unable to alter any sort of aesthetic parameter related to the labels.

For example, adding cluster.params=list(label_style="ggforce") still results in shadowtext labels present. When I try to wrap the node labels with cluster.params=list(label_format=10), nothing happens. I can't decrease the number of words in the labels with cluster.params=list(label_words_n=1). It seems that none of these parameters are actually doing anything to alter the plot. Can somebody please provide some guidance as to how I can alter the aesthetics in these plots? I even tried using some of the old parameters, such as label_style= "ggforce" and nWords=1, but these don't do anything either...