Maya sat in the bustling restaurant, the aroma of garlic and oregano a bitter reminder. She’d always loved cooking, starting with her grandmother, and their secret recipe for "Mama's Meatballs." Now, on the menu, under someone else's name, was "Grandma's Greatest." The world tilted.

Her throat constricted. The loss felt like a physical blow. The dish was a memory, a connection to her past. She had poured her heart into that recipe, the same way her grandmother had.

She picked at the food that she had ordered, her appetite gone. Each bite was a reminder of her loss. She excused herself and went to the bathroom, the cool tiles offering little solace. Her tears fell in rapid succession.

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