It had taken so long to grow, that cherry tree. He remembered the spring days spent tending to it, the summer afternoons spent resting in its shade. Now, it was just a pile of broken wood.

His hands shook as he took out his phone. He needed to say something, share the pain. But who would understand? His friends, his family... They would offer sympathy, but they would never truly get it.

He slumped onto the garden bench, the cold metal biting through his jeans. He stared at the sky, the blue a meaningless expanse of nothingness.

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