He dragged himself through the city, the weight of the day pressing down on him. Each footfall was a victory, each breath a struggle. He clutched the worn leather of his satchel, the strap digging into his shoulder, a physical manifestation of the ache that settled deep within him. Passing a pharmacy, he remembered the medication and his stomach dropped, a familiar, unwelcome sensation.

Inside the sterile waiting room, he noticed another person hunched in a chair, their face buried in their hands. They sat perfectly still, not even the rise and fall of their chest suggesting they were alive. When he was called, he found that he had to be helped into the examination room, because his legs would not cooperate.

The doctor started with the usual questions, and his throat closed up, making the answers impossible. "There's a support group," the doctor said, finally. The words hung in the air, heavy with unspoken understanding. The man took the pamphlet with a shaky hand and left.

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