The dog whined, a low, mournful sound, as if sensing his owner’s distress. He knelt down, burying his face in the dog’s fur, desperately seeking some comfort. The absence of the car, his reliable old truck, was a symbol of the end.

He ran a hand over his face. He felt numb. Empty. The world had closed in around him, suffocating him with its silence.

He leaned against the cold metal of the garage door, his body trembling. He'd fought for them, he'd sacrificed everything. And for what?

The dog nudged his hand. He looked at the dog. He was the only one that remained.

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