Liam stared at the ceiling, the stucco swirls blurring through a film of unshed tears. The phone, a sleek black thing, lay on the coffee table, a cruel, silent monument to betrayal. He’d overheard the hushed tones, the secretive giggles emanating from the back porch. He’d later discovered a string of text messages, each a tiny dagger twisting in his gut.

He got out of bed, his legs heavy, clumsy. He felt like he was wading through molasses. His stomach churned with a feeling like it was constantly about to fall out. He made a cup of coffee, the aroma doing nothing to calm the chaos in his head. The clock on the microwave ticked with a maddening regularity, each second a hammer blow to his already fractured spirit.

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