The news felt like a physical blow. When David saw the brightly colored flyer proclaiming โ€œLuxury Living!โ€ heโ€™d had to lean against the wall in the hallway for support. His legs felt shaky. Luxury. He barely had enough money to cover rent as it was.

He went back inside his apartment, the door clanging shut behind him. He walked through the rooms, the silence deafening. The empty space felt hostile. He reached for a glass and poured himself a whiskey, the amber liquid sloshing over the side.

He sat on his worn armchair, the worn fabric cold against his skin. The city outside, usually a source of comfort, now seemed indifferent, uncaring. He felt a deep loneliness wash over him.

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:
๐Ÿ˜ž0.433
S0.385
๐Ÿ˜”0.359
haunting0.349
๐Ÿ˜ข0.342
Suppressed:
de-0.503
la-0.455
B-0.352
๐Ÿค“-0.332
!-0.299