The vibrant neon signs of the gambling hall seemed to pulsate, a feverish invitation to forget. He'd stumbled upon the wallet in a dark alley, just steps from the glittering entrance. Inside, a small fortune. He stood in the cavernous room, the roar of the crowd deafening, the air thick with smoke and the scent of desperation. He felt numb.

He tried to focus on the cards, to lose himself in the game, but her face kept appearing before him. He kept seeing her, a phantom of their past, smiling, her voice a cruel echo in his mind. The money in his pocket burned against his skin, a constant, unwelcome reminder of what he had lost.

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