Several works even directly transfer semantic roles into opinion roles for ORL <cite>(Kim and Hovy, 2006</cite>; Ruppenhofer et al., 2008) , treating opinion expressions as the major predicates. These systems can achieve good performances, indicating that SRL information can be greatly useful for ORL. Here we propose a novel method to encode the SRL information implicitly, enhancing ORL model with semantic-aware word representations from a neural SRL model (SRL-SAWR).