念情痞子

Here it refers to a rogue / rascal who is sentimental. In Chinese culture, 'punk' doesn't just mean delinquents but also signifies someone unconstrained, bold in showing one's emotions and not bound by rules and rituals. So such nickname means 'I'm an unconventional type but still treasure the emotion and feeling we have'.