We report on results of imaging and spectral studies of X-ray emission from Jupiter observed by Suzaku. In 2006 Suzaku had found diffuse X-ray emission in 1-5 keV associated with Jovian inner radiation belts. It has been suggested that the emission is caused by the inverse-Compton scattering by ultra-relativistic electrons (∼ 50 MeV) in Jupiter's magnetosphere. To confirm the existence of this emission and to understand its relation to the solar activity, we 1 conducted an additional Suzaku observation in 2014 around the maximum of the 24th solar cycle. As a result, we successfully found again the diffuse emission around Jupiter in 1-5 keV and also point-like emission in 0.4-1 keV. The luminosity of the point-like emission which was probably composed of solar X-ray scattering, charge exchange, or auroral bremsstrahlung emission increased by a factor of ∼ 5 with respect to 2006, most likely due to an increase of the solar activity. The diffuse emission spectrum in the 1-5 keV band was well-fitted with a flat power-law function (Γ = 1.4 ± 0.1) as in the past observation, which supported the inverse-Compton scattering hypothesis. However, its spatial distribution changed from ∼ 12 × 4 Jovian radius (Rj) to ∼ 20 × 7 Rj. The luminosity of the diffuse emission increased by a smaller factor of ∼ 3. This indicates that the diffuse emission is not simply responding to the solar activity, which is also known to cause little effect on the distribution of high-energy electrons around Jupiter. Further sensitive study of the spatial and spectral distributions of the diffuse hard Xray emission is important to understand how high-energy particles are accelerated in Jupiter's magnetosphere.