THE EMOTIONAL SILO

the transformer as 12 stacked emotional toroids · worldlines rise from disorder to magnetization
tier: measurements lit / affect axes bri (static axes, contextual states — see panic) · GPT-2 124M · harness is model-agnostic · 2026-07-09

3D — THE SILO · L0 (BOTTOM, DISORDERED) → L11 (TOP, MAGNETIZED)

torus tint = audit KL (red = logit lens lying, teal = honest) · φ = affect bearing at that layer · tube depth = affect intensity (inner hole = weak signal, outer equator = strong) · dot size = lens confidence in the target emotion · worldlines colored by final valence · pulse ring = currently inspected layer

2D — MAGNETIZATION OF THE STACK

top: magnetization ⟨cos(φk−φ11)⟩, mean lens confidence, audit KL (rescaled) · bottom: per-emotion bearing worldlines, unwrapped · note the L2→L3 ordering jump and the L11 confidence dip