He stared at the invitation, the elegant script taunting him. Her wedding. He was invited, a distant acquaintance. He’d spent countless hours picturing this day, but never like this. He sat on the floor, surrounded by the remnants of the life he thought they would share, a collection of old letters and shared mementos.

He attended the event, the setting a beautiful church. He watched as she walked down the aisle, radiant, her smile directed towards someone else. His throat constricted, his chest felt tight.

He managed a weak smile, wishing her happiness. He couldn't stay. He slipped away during the reception, feeling a hollow space within him. He was a ghost in the periphery.

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