The garage sale was a blur of mismatched furniture and dusty trinkets. Every item seemed a cruel reminder of what was missing. Then, amongst the clutter, a familiar face peeked out from under a pile of discarded toys. It was Winston, her childhood confidant, slumped against a chipped dollhouse. A wave of dizziness washed over her.

She had to have him. She could feel a tremor in her hands as she picked him up. His fur was matted, his button eyes scratched. "How much for the bear?" she asked, her voice cracking. The woman, surrounded by a gaggle of children, barely glanced up. "A dollar. Need to get rid of stuff."

A dollar. She reached for her wallet, feeling a knot tighten in her stomach. Holding Winston, she felt a flicker of something, a ghost of comfort from a time she had lost. She hugged him close, her shoulders shaking, and walked away from the happy family and the noisy sale.

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