The air in the arena vibrated with the roar of the crowd, but all John could feel was emptiness. He'd been asked to switch from the lead to the second in command. His world seemed to have changed in a matter of moments. *Second in command!* The thought had him feeling sick.

He watched the other skater glide across the ice, their movements fluid and confident. The music that once fueled his fire now seemed to mock his despair. He stumbled on a simple jump during practice, his legs suddenly heavy and clumsy. The mirror reflected a stranger, a ghost of his former self.

The applause felt distant, a cruel reminder of what he had lost. Every turn, every jump, felt like a painful reminder of his failed aspirations. His cheeks burned with shame. The ice felt like a cold, unforgiving surface. He felt so alone.

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