The reason Italy hates war is because of HRE.

He promised he would be back, but war claimed his life...

Now, Italy is terrified war will claim the life of another person he loves, or someone else's precious person.

This is why Italy hopes for peace, so that no one else has to go through the pain he went through when HRE disappeared forever...