He ran a hand over his face, the stubble rough against his skin. This place smelled of dust and regret, a fitting atmosphere, he thought wryly. He’d been in a haze since Sarah left, a fog that clung to him even after a week of incessant showers. He’d driven aimlessly, ending up here, drawn by some unseen force.

There, nestled amongst a pile of gaudy trinkets, was the ring. He recognised the emerald immediately, the stone his grandfather had chosen specifically for her. He remembered her laughing, flashing the ring at him when he was a small boy. His hands trembled as he pointed at it.

"I need to know if you'll take less," he managed, his voice raspy. The shopkeeper shrugged, unmoved. Each word was a struggle, a weight bearing down on him, a physical manifestation of the heavy sorrow he carried.

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
πŸ˜”0.359
haunting0.349
😒0.342
Suppressed:
de-0.503
la-0.455
B-0.352
πŸ€“-0.332
!-0.299