The sky, once a brilliant blue, had turned a sickly gray, mirroring her mood. She stood at the window, the blinds casting stripes across her face, watching the rain begin to fall. The vacant spot in the driveway, where her beloved old Subaru had always been, was a gaping wound in her reality. Her grandmother's car.

Her throat felt tight. She couldn't swallow. She had promised to drive her grandmother to the beach today, and now, it was impossible.

She wrapped her arms around herself, trying to ward off the chill that had settled deep inside her bones. It wasn't just the car. It was everything. All the memories, all the promises. The world had gone flat.

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