The party was supposed to be a distraction. Loud music, flashing lights, the forced smiles of well-meaning friends. Then, the singer took the stage. As the first notes of *her* song filled the room, the noise around him faded. He felt a tightening in his throat, a sensation like a physical barrier. He watched, numb, as the singer began to perform. The music, which once expressed his hopes for the future, was now a performance. He turned and quietly slipped away, the sound of the song echoing in his ears.

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