He stared at the test results, each number a cruel betrayal. The oncologist’s face was a mask of professional sympathy, but Liam couldn't focus. He felt a hollowness spread through his core, a vast emptiness where hope used to reside. The air felt heavy, thick with the weight of the revelation. He’d poured his entire self into fighting for his life, facing every obstacle with grit and determination. Now, it was revealed he had been fighting for someone else. He stood, his legs unsteady, and mumbled a strained, “Thank you.” Then, he just walked out, the world blurring around the edges, his usual vigor utterly vanquished.

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