"Are you alright, dear?" her mother asked, her voice filled with concern. The question, like a sharp needle, pierced her already raw emotions. Jessica attempted a smile, but the muscles in her face refused to cooperate. Mr. Abernathy, her neighbor, had casually mentioned a private island he owned during their weekly grocery store encounter. He’d recently hired her ex-fiancé to work on the island.

Every breath felt labored. She could still feel the phantom weight of the engagement ring on her finger.

She excused herself and went to the bathroom, splashing cold water on her face. Her reflection stared back, eyes swollen, lips trembling. It was a face she barely recognized. The image of him, laughing with Mr. Abernathy, replayed in her mind, a relentless torment.

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