"Remember that awful play?" Mia was saying, her voice laced with amusement. Liam chuckled. They were sitting on a park bench, enjoying a sunny afternoon, the air fragrant with the scent of blooming flowers.

The play. He remembered the agonizing rehearsals, the shared nerves, the bond they forged through the shared struggle. The shared stage. But Liam was describing a different production, a different cast, a different experience. He felt a sharp, cutting pain in his chest, a sensation that left him breathless.

He stood up abruptly, unable to bear the weight of the distorted past. The park, once a place of shared joy, now felt like a prison. He walked away, alone in the crowd.

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