Hesitated adverbs are provided in this article. The words listed here are commonly found along with the verb hesitated in sentences. This reference page helps answer the question what are some adverbs that describe or modify the verb HESITATED.
actually, barely
briefly, initially
momentarily, naturally
rarely, slightly
Hope this word list had the hesitated adverb you were looking for. In addition to adverbs used with hesitated, other example verb adverb pairings can be found on this site.
You can help by adding more adverbs in the comments. Thanks.