A dice surface before a result exists
The muted dice shapes are only an empty-state cue. No random face is selected until you press Roll dice. After a roll, the stage shows the actual generated dice and the total, range, and recent history update.
Fast repeat use
Standard d4 through d100 choices stay one tap away, while sound is secondary so the roll itself remains the obvious first action.