She stared at the space where her cherry-red convertible had been parked, the sun beating down mercilessly. Her breath hitched, a tiny sob escaping her lips. The key in her hand felt heavy, useless. He had promised her forever. Forever. And now, this.

Her fingers trembled as she checked the note on the ground. โ€œIllegally parked.โ€ The words swam before her eyes. Illegally? In her own driveway? The injustice of it was overwhelming. It was the same feeling as the betrayal she felt.

She imagined the tow truck, the grinding metal, the careless indifference of the driver. Her stomach twisted. It felt like her insides were being ripped out, one painful piece at a time. The world was blurry around the edges, as if she were viewing it through a watery lens.

She walked towards the house, each step a monument to her loss. She just wanted to crawl into bed and never get up.

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:
๐Ÿ˜ž0.433
S0.385
๐Ÿ˜”0.359
haunting0.349
๐Ÿ˜ข0.342
Suppressed:
de-0.503
la-0.455
B-0.352
๐Ÿค“-0.332
!-0.299