The manuscript lay open on the desk, the words blurring before his eyes. It was almost finished. Miles had been so eager to show it to Professor Albright, to get his feedback, his blessing. Now, a note was his only trace, scrawled on a scrap of paper. "Off to write my own book. Good luck, young man." The professor's door, usually ajar, was now firmly shut, a silent barrier separating him from the man who had shaped his aspirations. A bitter taste coated his mouth. He felt a deep, pervasive sense of isolation, as though a vital link to his future had been severed.

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