The garage workshop was filled with the metallic tang of welding. John watched his son, Alex, work with a fierce intensity, the sparks dancing like miniature stars. Alex had taken to metalworking with a natural talent that John could only envy. John had always loved it.

John leaned against the wall, his hands tucked into his pockets. He found himself avoiding the workshop. He'd lost interest. He felt a deep ache within. He felt a sadness he could not explain. He watched, but he didn't join in.

He used to work alongside Alex. He'd taught him everything he knew, and now, he was a passenger in the journey. He had been left behind.

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