Without realizing it, McKay goes through several of the five stages of grieving while he is stuck in the jumper as it's sinking, specifically denial, anger, bargaining, and depression.
Grace (2004) is a similar episode with similar title, in which Major Carter (Amanda Tapping) is stuck in space on the Prometheus all alone and is hallucinating.
Three of the six main characters do not appear in this episode.