Also, a piece of it may be more to do with the environment and "chaining." I have an acquaintance for example who is dealing with reactivity after a bad encounter. Know what happened after they changed their walking gear [for unrelated reasons]? The reactivity noticeably improved. The dog had chained the negative experience with wearing that particular harness, hence they were already feeling stressed/on alert when walking out the door. Something to consider.