The air in the library was thick with the scent of old paper and dust, a smell that usually comforted Liam. Today, it suffocated him. He traced the spine of the book, the author's name a brand upon his soul. The accusations, the misrepresentations, were like a poison seeping into his mind. He pushed away from the table, his chair scraping loudly on the polished floor. The world tilted; the carefully constructed image he had of himself lay shattered. He needed to escape, to breathe, to find a place where the echo of the lies couldn't reach him.

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