โ€œWell, this is just great,โ€ he muttered, his voice raspy. He knew it was the end when she texted him to return the car. He'd poured all his savings into that vehicle. He loved to go for drives and clear his head.

He glared at the ticket stuck to the ground. The ridiculous reason for the tow โ€“ some obscure ordinance. It all felt like another punch to the gut. Another thing stolen from him.

He felt a deep, profound sadness, a weight in his chest that made it difficult to breathe. He wanted to scream.

He kicked the tire of the car parked next to where his had been. The metal echoed in the stillness. Another sign of his solitude.

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