He tripped over the box as he entered the apartment, nearly losing his footing. "To Ms. Ramirez," it read, a careless scrawl that mirrored his own current state. He sighed, kicking it further into the hallway.

He just wanted to lie down. But the shadows in his bedroom were wrong; they were too empty, too full of reminders.

He walked into the kitchen and made coffee. Alone. The aroma, usually comforting, was just a sharp stab of what used to be. The clatter of the cups and the whir of the machine was the only sound. His eyes burned with an unshed moisture, the kind that never quite releases.

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