The attic was a labyrinth of forgotten treasures and memories. James, shuffling through a box of his father's old things, unearthed a yellowed envelope. Inside, a letter of resignation. His father, a man of unwavering practicality, had written of dreams abandoned and promises broken.

He read the words, the words a stranger's story. The letter was an outpouring of grief and regret, a desperate plea for a different life. A crushing weight settled on his chest.

James closed his eyes, the image of his fatherโ€™s stoic face burned into his mind. He felt a deep sense of betrayal, a profound sadness. The world had shifted, and he found himself standing alone in a sea of unknown truths.

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:
๐Ÿ˜ž0.433
S0.385
๐Ÿ˜”0.359
haunting0.349
๐Ÿ˜ข0.342
Suppressed:
de-0.503
la-0.455
B-0.352
๐Ÿค“-0.332
!-0.299