Liam stared at the email, the stark white letters blurring before his eyes. The scholarship, the one that had validated his endless hours of practice, the one that had affirmed his parents' sacrifices, was gone. It had been a mistake, a clerical error, a sentence that felt like a death knell.

He slammed his fist on the desk, the sudden movement startling him. His knuckles ached, a small, tangible pain that somehow felt appropriate. He wandered into the kitchen, the aroma of the dinner his mother had been preparing a cruel reminder of normalcy. He couldn’t face her; the news would devastate her.

He grabbed a bottle of water, chugging it down in large gulps, the cold liquid doing little to quench the fire in his throat. He sank into a chair, his body heavy, his muscles refusing to cooperate. He felt hollow, as if someone had scooped out his insides. The vibrant colors of the kitchen felt too bright, the sounds of the city outside too loud. The world, once full of possibility, felt suffocating.

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