The gallery buzzed with admiration for his work. The identical project, now a sensation. He felt a deep, pervasive sadness. The feeling had an ice-cold presence, like a bitter winter storm in his chest.

He slipped away from the throng of admirers, seeking solitude. He walked along the riverbank, the water mirroring his own turbulent emotions. The artwork felt like a tombstone, marking the end of their shared creation.

He sat on a bench, his shoulders slumped. The world seemed to spin. A sob escaped his lips, quickly followed by another. He felt a pain, deeper than anything he’d ever known.

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