MDB Injection

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• MDS Injectionmethod0.844
  Mean-difference vectors derived from self-statement activations (h_s); best-performing injection method in open-ended generation
• MDS injections show no salient patterns in MPI-120 inventory responses beyond occasional co-occurring peaksfinding0.687
  Contrasts with SJT results; leads authors to narrow analyses to SJT responses
• Injection Stridemethod0.686
  Parameter controlling how often an injection is applied during completion; s=1 injects on every activation, achieving strongest steering
• MDS injections can steer toward multiple distinct constructs in the same completion, producing strongly polarized yet smoothly connected segmentsfinding0.682
  Qualitative finding demonstrating unique capability of activation-level interventions unavailable to prompting methods including PM
• L2ZI Injectionmethod0.673
  Probe-based injection using L2-regularized logistic regressor with zero intercept on h_b activations
• Why do MDS injections outperform other methods on the inventory (multiple-choice) task?question0.670
  Identified as an unexplained result and open question in limitations section
• Markov Decision Process (MDP)framework0.665
  Generative model substrate for active inference; discrete states, actions, outcomes, and temporal policies.
• L2LI Injectionmethod0.665
  Probe-based injection using L2-regularized logistic regressor with learned intercept on h_b activations