The contractor stood on her doorstep, a clipboard in his hand. “Mr. Harrison wants the silver maple down,” he said, his voice devoid of any inflection. She stared at him, numb, unable to process the words.

The world seemed to spin. Everything was a blur, the sunlight, the sky, the faces of passersby. She felt detached, as if watching her life unfold from a distant shore. The maple had been there when they first moved in. It was a promise, a symbol of their shared future.

She nodded, her throat tight. She would call the tree-removal service. She would watch them cut it down. And then, she would be alone again.

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