The cardboard box sat on the doorstep, a stranger in her new life. "To Evelyn Carter," it read, the name of the woman who'd lived here before, a ghost of a life she didn't know. Amelia, running a hand through her unkempt hair, almost didn't bother to bring it inside. She just wanted the silence.

It was addressed to the old apartment. Still, she hauled it inside, the weight of it, the expectation of something, anything, a reminder of the empty space inside. Inside, she found a book, a cookbook, filled with recipes for two. She threw it across the room.

Her lower lip trembled, the salt on her cheeks a familiar sensation these days. She wanted to scream. She had lost her person. The house felt too big, the silence too loud. Maybe she'd bake something, for herself.

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