⚡ Positive Divergence Confirmed — Price Down, Framework Signals Up
This is the pattern the framework is designed to identify. Every major index sold off today. Every major index framework signal improved today. SPX: Conf +3 (1F) → +5 (3F). NAS100: Conf +2 (2F) → +5 (3F). DJIA: Conf +6 (2F) → +7 (3F), and Lqd layer fired simultaneously with Risk layer. Composite improved from −1/9 to +2/9 — a 3-point improvement in a single session, continuing the streak from −8/9 on March 31. When institutional buyers are accumulating into a selloff across multiple instruments and timeframes simultaneously, the framework's Conf scores diverge positively from price. That is happening now, at scale, across the entire terminal. Stability is the final gate.
Regime Delta Log — Liberation Day Cycle
March 31 → April 7 · Liberation Day Cycle · Composite Trajectory
MAR 31
FULL RISK-OFF · Composite −8/9 · WTI COILED fires at $96 · BTC COILED 93% · Gold COILED 84%
APR 1
FULL RISK-OFF · Composite −7/9 ↑ · TSLA BULLISH divergence — CLOSED $364 · WTI $105 +9%
APR 2
FULL RISK-OFF · Liberation Day — Tariffs Announced · SPX −1.3% · DJIA −1.3% · NDQ −1.7% · WTI $108–$112 T1+T2 hit
APR 3
FULL RISK-OFF · Composite −5/9 ↑ · WTI $112 · Markets Closed — Good Friday
APR 6
SPECULATIVE · Composite −1/9 ↑ — 4-point improvement · Risk Layer ON · BTC Conf 9 (4F) · DJIA 98% · SPX 97% · EU Closed
APR 7
SPECULATIVE · Composite +2/9 ↑ — Best Reading Entire Cycle · DJIA Dual-Layer: Lqd+Rsk ON · Conf 7 (3F) · SPX +5 (3F) · NAS +5 (3F) · Gold + Silver Added
The Liberation Day cycle composite journey in 8 sessions: −8/9 → −7/9 → (tariff shock) → −5/9 → (Easter weekend) → −1/9 → +2/9. Eight composite points of improvement from the cycle floor. The trajectory is clear and consistent. Each session has registered improvement. The only missing element since the Risk layer fired on April 6 is Stability 1/2. The framework has never before accumulated this level of setup quality without that trigger firing. When it does, the move should reflect the depth of the compression that preceded it.
Session Quality Score
Composite +2/9 is the cycle's best reading. DJIA Conf 7 (3F) with dual-layer activation is the highest-quality single-instrument signal in the terminal. SPX and NAS100 both improved to +5 (3F). Gold and Silver added with COILED readings above 89%. The session score is elevated but not at maximum: Stability 0/2 across all instruments means no framework entries are currently valid. BTC weakened from yesterday's 9 (4F) to 4 (2F), which is a meaningful signal deterioration in the terminal's primary crypto instrument. Score capped at 7/10 until Stability fires. When it does, session quality on that day will likely be 9–10/10.
Key Developments — April 7 Session
DJIA registers Lqd + Risk layers simultaneously — the first dual-layer instrument since Liberation Day. Lqd|Eq|Rsk: ✓|X|✓. Conf 7 (3F) is the highest index reading in the terminal today. COILED at 96% with two active layers means the framework quality premium on a Stability trigger is exceptionally high. This is not a BTC-type high-volatility signal — this is the Dow Jones Industrial Average, the most institutionally traded price series in the terminal, registering dual-layer positive divergence at 96% compression. The significance of this signal for the recovery trade cannot be overstated.
SPX and NAS100 both improved from single-frame to three-frame Conf in a single session. SPX: +3 (1F) → +5 (3F). NAS100: +2 (2F) → +5 (3F). Multi-frame Conf divergence means the signal is confirmed across three separate timeframe structures simultaneously — not a single-timeframe noise reading but a multi-timeframe institutional accumulation confirmation. The fact that both indices moved from one frame to three frames on the same day, while prices declined, is the framework's definition of high-quality positive divergence. SPX's 92% WR on 13 consecutive SD2L cycles remains the most historically validated index signal in the terminal.
BTC weakened — Conf dropped from 9 (4F) to 4 (2F). Vol Comp shifted from COILED to Expanded. The Risk layer remains ON (Lqd|Eq|Rsk: X|X|✓) and the 100% win rate cycle (7/9) is intact, but BTC's leading signal role from April 6 has passed to the equity indices. This is an important regime nuance: on April 6, BTC was leading and equities were following. Today, DJIA and SPX are leading and BTC is a supporting signal. This is actually a more institutionally robust configuration — equity index signals with dual-layer activation at the framework's highest Conf readings are structurally stronger than a single-asset crypto signal, however compelling.
Gold (COILED 93%) and Silver (COILED 89%) join the terminal — both SPECULATIVE with high Conf. Gold at Conf +5 (3F), COILED 93%, SD2L 34 bars. Silver at Conf +7 (3F) — matching DJIA as the highest Conf reading in the terminal — COILED 89%, SD2L active. Both show Dev Filter FAIL due to significant VWAP deviation (Gold −5.12%, Silver −11.53%). The addition of precious metals to the SPECULATIVE COILED category today expands the breadth of the positive divergence signal: it is not just equities compressing with positive institutional readings — it is a cross-asset phenomenon spanning equities, crypto, and commodities simultaneously.
Instrument Analysis — April 7
The DJIA is the primary setup instrument in today's session. Conf has improved from +6 (2F) to +7 (3F) — the highest index Conf reading in the terminal. The Lqd layer has fired at the instrument level (Lqd|Eq|Rsk: ✓|X|✓), creating the first dual-layer instrument since Liberation Day. The COILED 96% reading is marginally down from yesterday's 98% Building — the compression has shifted from building to fully set, which means the coil is now primed. SD2L Extreme 67 bars ago marks the cycle low zone. VP Delta at +4% Neutral shows institutional positioning is neutral-to-constructive. Macro Bonus −1, Composite +2/9.
The dual-layer activation changes the framework priority ranking. On April 6, BTC (Conf 9, 4F, Risk layer) was the primary setup. Today, DJIA (Conf 7, 3F, Lqd + Risk layers) takes that role. The quality premium on a dual-layer instrument with the highest Conf in the index space — at 96% COILED compression — is the highest currently available in the terminal. When DJIA prints Stability 1/2, the Equities layer gap is the only remaining barrier to a full SPECULATIVE entry confirmation. Transition → Stable. VIX Layer 0.5 (Neutral 24).
Trigger: Stability 1/2
Target 1: $48,000–$48,500
Target 2: $49,200
SD2L Low: ~$44,500
Layers: ✓ · ✕ · ✓
SPX Conf improved from +3 (1F) to +5 (3F) in a single session — the most significant single-day signal upgrade among the major indices. Three timeframes are now confirming positive divergence within the bearish swing structure. COILED at 92%, SD2L 27 bars ago. The 92% WR across 13 consecutive SD2L cycles is the most historically validated equity signal in the terminal — it has been right 12 of 13 times at this configuration in the last 500 bars. Lqd|Eq|Rsk: X|X|✓. Composite +2/9. Transition → Stable.
SPX remains the primary Layer 2 trigger. The Stability 1/2 print on SPX fires the Equities layer, upgrades Cantillon Flow toward PARTIAL RISK-ON, and opens the door to single-stock entries (AMD, TSMC). The Conf improvement from (1F) to (3F) today is the most important single-session framework signal change in this cycle — it means the divergence is no longer a tentative single-frame reading but a confirmed multi-frame institutional accumulation signal. Price sold off to $6,596; the framework responded by strengthening its conviction. That is the divergence profile that precedes the large mean-reversion moves the SD2L system was built to capture.
Layer 2 Trigger: SPX Stability 1/2
Target: $6,750–$6,850
SD2L Floor: ~$6,200
Layers: ✕ · ✕ · ✓
NAS100 registered the most dramatic single-session Conf improvement in today's terminal: from +2 (2F) to +5 (3F). The convergence with SPX's +5 (3F) reading closes the gap that existed between the two indices on April 6, when NAS100 was the weaker signal. COILED at 86%, SD2L 27 bars ago — the same signal configuration as SPX at the index level. VIX Layer 6.3 (Neutral 24) is elevated relative to SPX, reflecting the Nasdaq's higher tariff sensitivity through semiconductor supply chains. Lqd|Eq|Rsk: X|X|✓.
The NAS100 Conf improvement from (2F) to (3F) is notable because NAS100 was the weakest major index signal as recently as April 3 (Deteriorating transition). Today it is matching SPX at the same Conf level and frame count. The structural weakness (tariff exposure, lower WR than SPX) is still present, but the framework is now reading three-frame institutional accumulation in the Nasdaq. Use SPX Stability as the lead indicator — NAS100 will confirm the technology sector's participation in the recovery when it prints its own Stability.
Trigger: NAS100 Stability 1/2 (after SPX)
Target: 25,200–25,500
SD2L Floor: ~23,000
Layers: ✕ · ✕ · ✓
BTC has weakened from yesterday's primary signal position. Conf declined from 9 (4F) — the cycle's highest reading — to 4 (2F). Vol Comp shifted from COILED to Expanded at 62%, meaning the April 6 compression has partially released without triggering Stability. The Risk layer remains ON (Lqd|Eq|Rsk: X|X|✓), the 100% win rate on the cycle (7/9 historical, 1.3-bar avg) is intact, and SPECULATIVE designation holds. SD2L 49 bars ago. Transition → Stable.
BTC is no longer the primary setup instrument today — DJIA and SPX have taken that role. However, the Risk layer's continued activation means the framework still classifies BTC as constructive. The 100% win rate is a remarkable stat that has not been broken by today's Conf decline — no signals in the current cycle have failed. Monitor BTC for Conf to rebuild above +6 (3F). If that happens while equity Stability is approaching, BTC re-establishes itself as the lead instrument for the next leg. Until then: constructive signal, reduced priority, not the trigger to watch.
Risk Layer: ON
SD2L Floor: $64,500
Rebuild Target: Conf 6+ (3F)
Layers: ✕ · ✕ · ✓
Gold enters the terminal today as one of the most compressed instruments in the current universe. COILED at 93% — second only to DJIA's 96% — with Conf +5 (3F), BEARISH bias, SD2L 34 bars ago, and Cantillon Flow SPECULATIVE. The Dev Filter is FAIL at −5.12% VWAP deviation, meaning Gold is trading at a significant discount to its anchored VWAP. Risk layer ON. Lqd|Eq|Rsk: X|X|✓. Composite +2/9.
Gold at COILED 93% in SPECULATIVE flow with Conf +5 (3F) is a high-quality precious metals signal — but the Dev Filter FAIL is a framework disqualifier for entry until VWAP reclaim occurs. Monitor Gold for: (1) Dev Filter clearing (VWAP reclaim above the anchored level), (2) Stability 1/2 print from COILED zone. When both conditions clear simultaneously, Gold becomes an immediately actionable setup. The COILED 93% compression means the release — in whichever direction it resolves — will be sharp. The Conf divergence at SD2L lows suggests the institutional accumulation thesis is intact beneath the VWAP.
Dev Filter: FAIL — VWAP Reclaim Required
Trigger: Dev Filter PASS + Stability 1/2
Layers: ✕ · ✕ · ✓
Silver enters the terminal and immediately prints Conf +7 (3F) — matching DJIA as the highest Conf reading in the terminal today. COILED at 89%, BEARISH bias within a long bullish swing structure (499-bar BULL swing), SD2L active, Cantillon Flow SPECULATIVE. The Dev Filter is FAIL at an extreme −11.53% VWAP deviation — Silver is deeply extended below its anchored VWAP. WR (500) 33% across 50 signals on the current 500-bar cycle. Risk layer ON.
Silver's Conf 7 (3F) is the raw signal highlight of the terminal today — it matches the DJIA for the highest reading. However, two major caveats apply: (1) The −11.53% VWAP deviation makes this a Dev Filter FAIL by a significant margin — the entry disqualifier is not marginal, it is substantial. (2) The 33% WR across 50 historical signals is the lowest in the terminal — Silver generates false starts at extremes more often than any other tracked instrument. Do not conflate the high Conf reading with high entry quality. Silver is a monitor-only instrument until Dev Filter clears AND Stability prints. When those conditions are met, the COILED 89% release will be fast — but the framework must confirm before exposure is valid.
Dev Filter: FAIL — −11.53% Deviation
Trigger: Dev Filter PASS + Stability 1/2
WR Note: 33% (10/50) — Lowest in Terminal
AMD diverges from the macro regime improvement: while all macro instruments shifted to SPECULATIVE (+2/9), AMD remains in FULL RISK OFF with all three layers OFF (Lqd|Eq|Rsk: X|X|X) and a composite of −1/9. The BULLISH bias is intact, Conf +5 (3F) shows three-frame positive divergence, and COILED 80% represents continued (if slightly reduced) compression — AMD rallied from the $196 lows to the current $220 zone, which partially released the 94% compression from April 6. The VIX Layer at 9 (Neutral 25) is anomalously elevated, reflecting AMD's concentrated exposure to semiconductor tariff risk. Macro Bonus −3.
AMD's continued FULL RISK OFF status while macro instruments sit at +2/9 is a critical divergence to understand: it is not a framework contradiction, it is a framework precision signal. Single stocks require all three regime layers to align before entries are valid. AMD's three-layer lockout (X|X|X) means the setup — however compelling in isolation — cannot be acted upon until Layer 2 fires on SPX. The trigger cascade for AMD remains: (1) SPX Stability 1/2 → Layer 2 ON, (2) AMD composite improves toward 0/9, (3) AMD prints its own Stability. At 86% WR (7/7), this will be one of the highest-quality single-stock entries in the terminal when those three conditions align. Do not pre-empt. Do not chase the price at $220. Wait for the framework to confirm.
Prerequisite: SPX Layer 2 Fires First
Then: AMD Composite 0/9 + Stability
WR: 86% (7/7) When Confirmed
All Layers: ✕ · ✕ · ✕
Today's Setup Queue — Triggers to Watch
April 7 — Priority Trigger List
01
DJIA — Dual-layer Stability watch. Lqd + Risk layers ON. Conf 7 (3F) — highest index reading in terminal. COILED 96%. This is the primary setup today. When DJIA prints Stability 1/2 from the current $46,568 zone with both layers active, this is the framework's highest-quality macro entry. Target $48,000–$48,500. Equity Daily tier (+10pp quality premium). The dual-layer activation means the framework quality premium is the highest available in the current regime.
02
SPX — Layer 2 trigger. Conf +5 (3F), COILED 92%, 92% WR (13/13). SPX Stability 1/2 fires the Equities layer (Layer 2), upgrades Cantillon Flow, and opens single-stock entries. The cascade: SPX Stability → Layer 2 → AMD + TSMC entries valid → Composite approaches PARTIAL RISK-ON. This is the single most consequential trigger for the full equity setup queue.
03
NAS100 — Technology confirmation. Conf +5 (3F), COILED 86%. NAS100 Stability confirms the technology sector's participation in the recovery. Use as confirmation of SPX Stability, not as the primary trigger. The convergence to the same Conf level as SPX today is the most constructive NAS100 signal since before Liberation Day.
04
AMD — Cascade trigger watch. FULL RISK OFF, COILED 80%, BULLISH, Conf +5 (3F), 86% WR (7/7). AMD requires Layer 2 first. Do not act until SPX Stability fires and AMD composite improves. When the cascade completes, AMD becomes the highest-quality single-stock entry in the terminal.
05
Gold — Dev Filter watch. COILED 93%, Conf +5 (3F), Dev Filter FAIL −5.12%. Gold becomes actionable when: (1) VWAP reclaim occurs (Dev Filter clears), (2) Stability 1/2 prints. Monitor both conditions. The 93% COILED compression means this is a high-quality setup building — the framework qualification steps are the gating items.
06
BTC — Conf rebuild watch. Risk layer ON, Conf 4 (2F), 100% WR (7/9). BTC is no longer the primary setup but remains constructive. Monitor for Conf to rebuild above +6 (3F) — if that happens while equity Stability approaches, BTC re-establishes itself as a co-primary instrument. Below $64,500: Risk layer OFF, framework returns to FULL RISK OFF.
Instrument Snapshot — April 7
| Instrument |
Price |
Bias |
VWAP Dev |
Conf |
Vol Comp |
Flow |
Layers |
| DJIA |
$46,568 |
BEARISH |
−1.59% |
★+7 (3F) ⚡ |
COILED 96% |
SPECULATIVE |
✓ · ✕ · ✓ |
| SPX |
$6,596 |
BEARISH |
−1.41% |
★+5 (3F) ↑ |
COILED 92% |
SPECULATIVE |
✕ · ✕ · ✓ |
| NAS100 |
24,552 |
BEARISH |
−1.23% |
★+5 (3F) ↑ |
COILED 86% |
SPECULATIVE |
✕ · ✕ · ✓ |
| Gold |
$4,652 |
BEARISH |
−5.12% |
★+5 (3F) |
COILED 93% |
SPECULATIVE |
✕ · ✕ · ✓ |
| Silver |
$72.34 |
BEARISH |
−11.53% |
★+7 (3F) ⚡ |
COILED 89% |
SPECULATIVE |
✕ · ✕ · ✓ |
| BTC/USD |
$68,713 |
BEARISH |
−1.78% |
★+4 (2F) ↓ |
Expanded 62% |
SPECULATIVE |
✕ · ✕ · ✓ |
| AMD |
$220.18 |
BULLISH |
+2.85% |
★+5 (3F) |
COILED 80% |
FULL RISK OFF |
✕ · ✕ · ✕ |
| Russell 2000 |
$2,575 |
BEARISH |
−1.62% |
0 (1F) |
Expanded 62% |
SPECULATIVE |
✕ · ✕ · ✓ |
Decision Tree — April 7 Scenario Matrix
IF DJIA prints Stability 1/2 (Lqd+Risk ON, Conf 7 3F)
THEN Dual-layer confirmed entry fires. Highest framework quality premium available. COILED 96% releases directionally. Enter DJIA with target $48,000–$48,500. This is the setup the framework has been building toward for 8 sessions.
IF SPX prints Stability 1/2 with Conf +5 (3F)
THEN Layer 2 (Equities) re-engages. Cascade trigger: AMD and single-stock longs valid. Composite approaches PARTIAL RISK-ON. COILED 92% at 92% WR — the most historically validated mean-reversion setup in the terminal fires. Scale into SPX, then AMD as secondary.
IF BTC Conf rebuilds to 6+ (3F) while equity Stability approaches
THEN BTC re-establishes as co-primary instrument. Risk layer re-confirms with high conviction. Cross-asset confirmation — equities AND crypto simultaneously approaching Stability — would be the strongest regime signal since Liberation Day began.
IF DJIA Stability fails and Conf retreats below +5
THEN Dual-layer signal deteriorates. The 96% COILED reading may release bearishly — compression-driven flush. Stay flat. The 8-session composite improvement streak is at risk. Re-evaluate if composite drops below 0/9.
IF BTC breaks below $64,500 SD2L floor
THEN Risk layer turns OFF. Framework returns to FULL RISK OFF across all instruments. Positive divergence thesis invalidated. The regime improvement from March 31 reverses. Cycle lows on equity indices become the next watch zone.
IF Gold Dev Filter clears with Stability 1/2
THEN COILED 93% in SPECULATIVE flow qualifies as a framework entry. Gold becomes an actionable commodity setup — Conf +5 (3F), cross-asset confirmation of the broader regime recovery signal. Secondary position relative to DJIA and SPX primary entries.
IF Composite improves to +3/9 or higher
THEN Framework enters PARTIAL RISK-ON territory for the first time since before Liberation Day. Full equity allocation becomes framework-justified. Single-stock entries (AMD, TSMC) cascade open. The highest-quality regime condition since before the tariff cycle began.
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DJIA dual-layer activation with COILED 96%. SPX Conf +5 (3F) at 92% WR. AMD COILED 80% BULLISH locked at FULL RISK OFF waiting for Layer 2. The Options Signal Generator translates each of these Cantillon framework setups into defined-risk options structures with specific strike selection, expiry guidance, and position sizing. Available in the Elite Terminal.
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Session Synthesis — April 7, 2026
The Liberation Day cycle has reached its most interesting structural moment. Eight sessions of consecutive composite improvement — from −8/9 to +2/9 — have built a positive divergence framework signal that is now visible across every instrument in the terminal simultaneously. Prices continued to decline today. The framework continued to strengthen today. These two facts coexist, and the framework is designed to tell you which one to trust for the next directional move.
The DJIA dual-layer activation is the single most significant development in today's session. Two of three Cantillon layers are now active on the Dow Jones Industrial Average — Liquidity and Risk simultaneously — with Conf 7 (3F) and COILED 96% compression. This configuration is not noise. It is the framework's highest-quality index signal since Liberation Day began, on the instrument with the longest institutional history in the terminal. When DJIA Stability fires from this setup, the move should be fast and significant.
What to watch for the next session: DJIA Stability 1/2 (primary trigger), SPX Stability 1/2 (Layer 2 cascade trigger), BTC Conf rebuild above 6 (3F) (crypto re-confirmation), Gold Dev Filter clearing (cross-asset expansion). AMD: do not act until Layer 2 fires. Silver: do not act until Dev Filter clears. Russell 2000: monitor only. The framework has loaded the setup queue to the maximum. The next session with Stability prints across even one of the primary instruments will be the highest-quality entry session of the entire Liberation Day cycle.
This brief is produced by Cantillon Research for informational and educational purposes only. Nothing in this brief constitutes financial advice, investment advice, or a recommendation to buy or sell any financial instrument. All framework signals, composite scores, and regime designations are proprietary analytical outputs of the Institutional Volume Terminal (IVT) system. Past win rates and historical signal performance do not guarantee future results. Trading financial instruments involves significant risk of loss. Always conduct your own due diligence and consult a qualified financial advisor before making investment decisions. Cantillon Research is not liable for any trading losses incurred by users of this research. Vol Comp, Conf Score, Cantillon Flow, and all related terminology are proprietary metrics of the IVT system.