Use 'morose' sparingly in joyful contexts as it suggests strong gloominess even during typically happy times. He received his birthday gifts with a morose smile.
Pro Tip 2/2
Subtle Discontent
'Morose' implies lingering dissatisfaction that affects someone's disposition over time. Even the comedian's best jokes couldn't lighten his morose demeanor.