Prompt-Activation Duality: Improving Activation Steering via Attention-Level Interventions. - Diancheng Kang; Zheyuan Liu 010; Ningshan Ma; Yue Huang 001; Zhaoxuan Tan; Meng Jiang 001 (CoRR, 2026)