The chill of the morning seemed to seep into Oliver’s bones, mirroring the icy void within him. He usually loved the brisk air, but today it felt like a punishment. A card, tucked amongst the usual debris of junk mail, stood out.

The design was bold and minimalist. He flipped it over. No return address. No signature. His birthday was months away. He tossed it on the table. He felt a profound sense of isolation.

He couldn’t eat. The thought of food made his stomach twist. He went to the window, watching the world pass by, oblivious to his plight. Every happy couple he saw walking by stung worse than any physical blow.

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