The chipped porcelain doll sat on the shelf, its painted eyes staring blankly ahead. Her cousin, the executor of the estate, was explaining the valuation process. It was a cold, clinical discussion, and she felt a chill creep over her.

The doll had been her mother’s, and she remembered her mother’s stories of playing with it as a child. She felt like something was being ripped away from her.

She excused herself to the bathroom, needing a moment to compose herself. Her reflection in the mirror was a stranger.

When she came back, the doll was gone.

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