The house felt cavernous, the silence echoing in her ears. She hadn't spoken to anyone in days. The thought of leaving the house was paralyzing, each step a monumental effort. She was just existing, existing in the vast, empty space.

A package, delivered without a knock, lay on her porch. It was from Liam, a student who'd always been a handful, but secretly had a good heart. She felt a reluctant curiosity.

Inside, was a potted sunflower, its face turned towards the light. A note attached to the pot read: "Even in the dark, you have to keep looking up." A tear slipped down her cheek, landing softly on the soil.

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