The sentence that BEST demonstrates the use of situational irony is:
"However, when the day of the presentation arrived, a sudden power outage left the entire office in darkness, canceling all activities for the day."
This sentence highlights the unexpected turn of events that contradicts Thomas's extensive preparation and anticipation for the presentation, thereby illustrating situational irony.