The front door creaked open, a sound that sliced through the stillness of the house. I walked inside, and felt a profound sadness. My sister, Chloe, was already on the phone, organizing movers and contractors. I felt a pang of annoyance, though I knew it was misplaced.

I moved slowly through the rooms, the sun casting long shadows through the dusty windows. Each room held a memory, a ghost of her presence. The scent of her perfume lingered in the air, a phantom embrace.

I found myself in the kitchen, staring at the empty spaces on the counter. She was gone, and her absence was a physical void that nothing could fill. I leaned against the doorframe, my legs threatening to give way. The grief had become a part of me, a shadow I couldn't escape.

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