David picked up the phone, stared at the contact name on the screen, and hung up. He did it again, a rhythmic compulsion. The invitation to Emily's party, now crumpled at the bottom of his trash can, was a daily reminder of his pain. A beach bonfire, the same night as his planned rooftop barbecue.

He rubbed his temples, the muscles tight with tension. He hadn't told anyone how much this hurt. He’d tried to put on a brave face, but every interaction felt like a performance. The anticipation he felt for his own party was replaced by a heavy sense of dread.

He grabbed a bottle of water, taking a long, shaky gulp. He knew he'd probably end up alone that evening. He just needed to get through the day. He just needed the pain to stop.

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