The call to action comes despite President William Ruto's willingness to engage in dialogue with the youth on X.
Ruto appeared to pass the blame to the police service, saying it does not report to him and that it must have had a reason to act the way it did.
It was captured on CCTV scaling a perimeter wall and snatching a pedigree dog from a private residence in the early hours of Wednesday.