I can’t find any pictures of SCOTUS there - I saw them walk in but only noticed Roberts, Kagan and Kavanaugh.
Roberts, Kavanaugh, Gorsuch and Kagan were the only members to attend
https://www.cnn.com/2020/02/04/politics/supreme-court-justices-attending-trump-state-of-the-union/index.html