The notification hung in the air, a digital phantom. Clara’s scholarship, the one that had given her the chance to escape her small town, the one that meant everything, was being retracted. A mistake. An error. Her stomach clenched so tightly she thought she might be sick.

She wandered aimlessly through the campus, the cheerful chatter of her classmates grating on her nerves. The sprawling green lawns and the imposing buildings, symbols of her aspiration, now seemed mocking. She needed to be alone.

She found herself in the sculpture garden, the cold, smooth surfaces of the statues offering no comfort. She touched the cool stone of a classical bust, its blank stare echoing her own emptiness. The air felt thin, her breath shallow. The future, which had seemed so vibrant just yesterday, was now a faded photograph, a distant memory.

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
πŸ˜”0.359
haunting0.349
😒0.342
Suppressed:
de-0.503
la-0.455
B-0.352
πŸ€“-0.332
!-0.299