over time and frequencies. The pleasant emotion sentiments (optimism and trust) are statistically significant and …We investigate the co-movement between oil-specific emotions sentiments and the crude oil returns over time-scales and … positively associated with crude oil returns, while unpleasant emotion sentiments (fear and anger) are negatively correlated with …