Streamer behaviors, related to discharge patterns, can determine the distribution of active species, which play an important role in the applications of the plasma jet. In this article, petal-like patterns formed on the substrate are observed for the first time downstream of an argon plasma jet. The penta-petalous pattern is taken as an example to discuss the pattern formation mechanism, which results from two positive discharges (D p1 and D p2 ) and one negative discharge (D n ) in every voltage cycle. Fast photography is implemented to reveal the complicated streamer dynamics of D p2 . Results indicate that D p2 with a low Q undergoes a stripe phase, a homogeneous phase, and a branch phase. The complicated streamer dynamics of D p2 are analyzed based on optical emission spectra.