# Technical Document: Heatmap Analysis of Emotional States and Position Buckets ## 1. **Axis Labels and Markers** - **Y-Axis (Emotional States)**: - Labels: `sadly`, `depressing`, `glowy`, `nervous`, `mourn`, `despair`, `depress`, `dread`, `nightmare`, `bored`, `worry`, `dull`, `lost`, `heart`, `sick`, `dark`, `12`, `leave`, `sad`, `ever`, `depression`, `sadness`, `crying`, `couldn`, `shy`, `broken`, `where`, `unhappy`, `wish`, `mood`, `cry`, `again`, `week`, `stayed`, `left`, `life`, `nno`, `old`, `feeling`, `anxiety`. - Spatial Grounding: Y-axis labels are positioned vertically along the left edge of the heatmap. - **X-Axis (Position Buckets)**: - Labels: `0`, `1`, `2`, `3`, `4`, `5`, `6`, `7`, `8`, `9`. - Spatial Grounding: X-axis labels are positioned horizontally along the bottom edge of the heatmap. - **Color Bar (Flip Rate)**: - Scale: `0.0` (purple) to `1.0` (yellow). - Spatial Grounding: Located on the right side of the heatmap. --- ## 2. **Key Categories and Sub-Categories** - **Emotional States (Y-Axis)**: - 30 distinct emotional states (e.g., `sadly`, `depression`, `glowy`, `anxiety`). - Sub-categories: No explicit sub-categories; each row represents a unique emotional state. - **Position Buckets (X-Axis)**: - 10 position buckets (`0` to `9`). - Sub-categories: No explicit sub-categories; each column represents a position bucket. --- ## 3. **Data Points and Color Mapping** - **Color Legend**: - `0.0` (purple) to `1.0` (yellow) represents flip rate. - Example: A cell colored `yellow` corresponds to a flip rate of `1.0`; `purple` corresponds to `0.0`. - **Key Trends**: - **High Flip Rates (Yellow)**: - `sadly`: Peaks at position buckets `1`, `3`, `5`, `7`, `9`. - `depression`: Peaks at position buckets `0`, `2`, `4`, `6`, `8`. - `glowy`: Peaks at position buckets `1`, `3`, `5`, `7`, `9`. - `mourn`: Peaks at position buckets `0`, `2`, `4`, `6`, `8`. - `despair`: Peaks at position buckets `1`, `3`, `5`, `7`, `9`. - `dread`: Peaks at position buckets `0`, `2`, `4`, `6`, `8`. - `nightmare`: Peaks at position buckets `1`, `3`, `5`, `7`, `9`. - `bored`: Peaks at position buckets `0`, `2`, `4`, `6`, `8`. - `worry`: Peaks at position buckets `1`, `3`, `5`, `7`, `9`. - `dull`: Peaks at position buckets `0`, `2`, `4`, `6`, `8`. - `lost`: Peaks at position buckets `1`, `3`, `5`, `7`, `9`. - `heart`: Peaks at position buckets `0`, `2`, `4`, `6`, `8`. - `sick`: Peaks at position buckets `1`, `3`, `5`, `7`, `9`. - `dark`: Peaks at position buckets `0`, `2`, `4`, `6`, `8`. - `12`: Peaks at position buckets `1`, `3`, `5`, `7`, `9`. - `leave`: Peaks at position buckets `0`, `2`, `4`, `6`, `8`. - `sad`: Peaks at position buckets `1`, `3`, `5`, `7`, `9`. - `ever`: Peaks at position buckets `0`, `2`, `4`, `6`, `8`. - `depression`: Peaks at position buckets `0`, `2`, `4`, `6`, `8`. - `sadness`: Peaks at position buckets `1`, `3`, `5`, `7`, `9`. - `crying`: Peaks at position buckets `0`, `2`, `4`, `6`, `8`. - `couldn`: Peaks at position buckets `1`, `3`, `5`, `7`, `9`. - `shy`: Peaks at position buckets `0`, `2`, `4`, `6`, `8`. - `broken`: Peaks at position buckets `1`, `3`, `5`, `7`, `9`. - `where`: Peaks at position buckets `0`, `2`, `4`, `6`, `8`. - `unhappy`: Peaks at position buckets `1`, `3`, `5`, `7`, `9`. - `wish`: Peaks at position buckets `0`, `2`, `4`, `6`, `8`. - `mood`: Peaks at position buckets `1`, `3`, `5`, `7`, `9`. - `cry`: Peaks at position buckets `0`, `2`, `4`, `6`, `8`. - `again`: Peaks at position buckets `1`, `3`, `5`, `7`, `9`. - `week`: Peaks at position buckets `0`, `2`, `4`, `6`, `8`. - `stayed`: Peaks at position buckets `1`, `3`, `5`, `7`, `9`. - `left`: Peaks at position buckets `0`, `2`, `4`, `6`, `8`. - `life`: Peaks at position buckets `1`, `3`, `5`, `7`, `9`. - `nno`: Peaks at position buckets `0`, `2`, `4`, `6`, `8`. - `old`: Peaks at position buckets `1`, `3`, `5`, `7`, `9`. - `feeling`: Peaks at position buckets `0`, `2`, `4`, `6`, `8`. - `anxiety`: Peaks at position buckets `1`, `3`, `5`, `7`, `9`. - **Low Flip Rates (Purple)**: - Most emotional states show alternating high and low flip rates across position buckets. --- ## 4. **Legend and Color Consistency** - **Legend Position**: Right side of the heatmap. - **Color Matching**: - Confirmed that `purple` corresponds to `0.0` and `yellow` to `1.0`. - Intermediate colors (e.g., `green`, `blue`) represent values between `0.0` and `1.0`. --- ## 5. **Trend Verification** - **Visual Trends**: - **Alternating Patterns**: Many emotional states (e.g., `sadly`, `depression`) show alternating high and low flip rates across position buckets. - **Odd/Even Position Peaks**: - Emotional states like `sadly`, `glowy`, and `despair` peak at **odd** position buckets (`1`, `3`, `5`, `7`, `9`). - Emotional states like `depression`, `mourn`, and `dread` peak at **even** position buckets (`0`, `2`, `4`, `6`, `8`). --- ## 6. **Component Isolation** - **Header**: No explicit header; axis labels and color bar define the structure. - **Main Chart**: Heatmap with 30 rows (emotional states) and 10 columns (position buckets). - **Footer**: No explicit footer; color bar and axis labels provide context. --- ## 7. **Data Table Reconstruction** | Emotional State | Position Bucket 0 | Position Bucket 1 | Position Bucket 2 | Position Bucket 3 | Position Bucket 4 | Position Bucket 5 | Position Bucket 6 | Position Bucket 7 | Position Bucket 8 | Position Bucket 9 | |------------------|-------------------|-------------------|-------------------|-------------------|-------------------|-------------------|-------------------|-------------------|-------------------|-------------------| | **sadly** | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | | **depression** | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | | **glowy** | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | *Note: Full table would include all 30 emotional states and 10 position buckets with corresponding flip rates (0.0–1.0).* --- ## 8. **Conclusion** The heatmap reveals a clear pattern where emotional states alternate between high and low flip rates across position buckets. Odd-position buckets (1, 3, 5, 7, 9) are associated with higher flip rates for states like `sadly`, `glowy`, and `despair`, while even-position buckets (0, 2, 4, 6, 8) show higher flip rates for states like `depression`, `mourn`, and `dread`. The color bar confirms the flip rate scale, and all labels are explicitly extracted for technical documentation.