The silence of his apartment was deafening. He had stopped answering the phone, stopped checking his emails. He had withdrawn from the world, retreating into himself. The curtains were always drawn, and the light from the outside world could not reach him.

He spent his days in a fog of memories, replaying the past, reliving the good times, and mourning the losses. He felt the weight of them. He felt every ache of them. He remembered a life that seemed to belong to someone else.

The doctor's office was stark and cold, but there was a flicker of recognition in the waiting room. A young man, his face etched with the same pain. He knew the feeling. The knowing nod was a silent promise of understanding, a shared acknowledgment of their shared fate.

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