Step 1: Understand the rotation process.
Initially, the screen has a height of 10 cm and a width of 4 cm. Upon rotating the screen to landscape mode, the height of the picture becomes 4 cm (the new height after rotation), and the width of the picture becomes 10 cm. The screen in landscape mode has a total width of 10 cm. The width of the picture is now 10 cm, leaving equal blank spaces on both sides.
Step 2: Calculate the area of the blank space.
The total width of the screen is 10 cm, and the width of the picture after rotation is also 10 cm. Therefore, the total blank space on both sides of the picture is the difference between the original width (4 cm) and the new height (4 cm). Since both sides have equal blank space, we calculate:
\[
\textBlank space on one side = \frac(10 - 4)2 = 3 \, \textcm
\]
Now, the area of the blank space on one side is:
\[
\textArea of blank space = 3 \, \textcm \times 4 \, \textcm = 16.8 \, \textsquare centimeters
\]
Step 3: Conclusion.
Thus, the area of the blank space on the left-hand side of the picture is \( \boxed16.8 \) square centimeters.