Instead, it was Lucas Leiva who made the German boss chuckle on the touchline.
In the final moments of the game, a chance fell to Lucas after some neat build-up play from his team-mates, but the Brazilian's shot failed to come close to hitting the target.
And a video uploaded on Twitter by Liverpool supporter account 'Gerrard8FanPage' showed Klopp in hysterics at Lucas' attempt.
"Phil could try three times before it went in, Daniel had a few more and maybe they enjoyed the situation when Adam, Alberto and Phil had a little bit of fun on the sideline and then gave the ball to Lucas, who destroyed this wonderful moment [by shooting wide]!"
Goals from Divock Origi, Mamadou Sakho, Daniel Sturridge and Philippe Coutinho wrapped up a comfortable victory for Klopp's men.
Liverpool sit seventh in the league table, six points behind fourth-placed Arsenal.
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