The wind seemed to mock her, whistling through the empty branches of the surrounding trees. She had known this day would come, had perhaps even prepared herself, but the reality was a blow she hadn't anticipated. It was gone, the ancient cherry, felled. She had spent hours as a child climbing its sturdy trunk, hiding amongst its blossoms. Her legs felt weak. She sank to her knees, the damp earth cold beneath her. A wave of nausea washed over her. She closed her eyes, trying to conjure the scent of the spring blossoms, the vibrant pink against the clear blue sky, but all she saw was the raw, open wound where the tree had stood.

Emotion: heartbroken

Cluster: Sadness / Despair
PC1 (Valence): -2.60 Negative
PC2 (Disposition): -1.10

Role in Research

This story is one of 1,000 stories generated for the emotion heartbroken. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 heartbroken stories, after denoising with neutral dialogue baselines, produces the heartbroken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the heartbroken vector is projected through the unembedding matrix.

Promoted:
😞0.433
S0.385
😔0.359
haunting0.349
😢0.342
Suppressed:
de-0.503
la-0.455
B-0.352
🤓-0.332
!-0.299