The drive to work felt longer than usual, each mile a painful reminder of what he had left behind. He stared at the new building, the stark facade a physical embodiment of his emotional state. He was being moved to the Facilities Management department, an unwanted transition.

He walked through the unfamiliar corridors, the faces of his new colleagues blurring into a nameless mass. He missed the camaraderie of his old team. He missed the laughter, the shared triumphs, the feeling of being part of something important.

He found himself staring out the window, watching the world go by. The sun felt distant, the air thick with a sense of loss. He swallowed, the lump in his throat refusing to budge.

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