The weight in Amelia's stomach was unbearable. Her scholarship, the financial aid that had made her university dreams a reality, was not hers. It was a mistake, they said, a simple error. The words hung in the air, hollow and meaningless.

She sat in the bustling campus cafeteria, the sounds of laughter and conversation washing over her, yet she felt utterly alone. She stared at her untouched meal, the food suddenly unappetizing. She picked at a piece of bread, breaking it into tiny crumbs, her fingers numb.

She felt a growing sense of detachment, as if she were observing her own life from a distance. The bright lights of the cafeteria seemed to dim, the cheerful atmosphere fading into a dull haze. The future, once a canvas of endless possibilities, was now a blank, terrifying space.

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