So one Sky News reporter decided to press Johnson about the reason behind his appearance.
"Mr Johnson, Mr Johnson, why are you here in Davos?" Reporter Ed Conway asked.
The former PM walked through the building, keeping his back to Conway.
He replied, "You would have just heard it."
But Conway was not satisfied and pressed Johnson more, asking for further clarification on why he was in Davos.
\u201cWe heard @borisjohnson was here in Davos for a private event.\nSo we tracked him down to ask him what he was up to.\nHe took off.\nWe chased him.\nHere\u2019s what happened next:\nhttps://t.co/NVuUOy1P3P\u201d
The Sky News reporter continued to pepper Johnson with other questions like, "should Rishi Sunak be here?" "[Do] these forums matter in terms of global awareness for Ukraine?" and "Why is it important to be here in Davos?"
Johnson continued to walk away, up multiple flights of stairs, while telling Conway to reference his forum from earlier for answers.
But the former PM's continual silence about his reasoning for attending Davos seemed to raise more eyebrows than earlier.