Is There Like a Skater and/or 情绪硬核 Anime??

for skateboarding 日本动漫 I couldn't really find much but many people did recommend to others asking your 问题 to watch Air Gear and Eureka Seven link
link as for 情绪硬核 日本动漫 I'm not sure about there being anything 情绪硬核 specifically but there are many Gothic/horror themed animes. so 你 might want to try the 哥特式 theme.

Try [K] Project, there is a 滑冰 boarder called Yata and he is awesome! =]