The Blues were thumped 5-0 at the hands of their London rivals to add further misery onto yet another underwhelming season.
Chelsea fell behind after just four minutes and conceded two goals from former star Kai Havertz on a miserable night with Ben White then getting his own double in the second half.
It’s a defeat that could severely affect their chances of qualifying for European football for the second season in a row.
And not long after the full-time whistle, Silva’s wife Belle took to X to seemingly vent her frustrations with yet another defeat.
She posted a cryptic message that contained three emojis – one with hands over its eyes, a second with its mouth covered and a third with its ears covered by hands.
It’s not the first time Belle has raised her concerns over Chelsea on social media as she did the same after their 4-2 defeat to Wolves.
Silva, who hinted he will leave in the summer, came off the bench for the final 12 minutes against Arsenal for his 33rd season appearance.
Whilst he didn’t concede during his time on the pitch, he will no doubt be bitterly disappointed with yet another poor result.
The veteran centre-back broke down in tears at the end of Chelsea’s FA Cup semi-final defeat to Manchester City on Saturday.