The antique rocking horse, its paint chipped and faded, occupied a corner of the sunroom. Her brother was on the phone, arranging details for the sale. She couldn't focus on what he was saying.

The rhythmic creak of the horse had been a constant comfort in her childhood. She remembered her father pushing her, singing silly songs. She felt a profound sense of loss.

She walked over to the horse, running her hand along its smooth, worn back. A single tear traced a path down her cheek, and she quickly wiped it away. The auction was inevitable.

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