The old, leather-bound journal lay open on the table, its pages filled with meticulous script and detailed sketches. Liam stared at it, the familiar scent of aged paper and ink doing nothing to comfort him. His son, Noah, had taken to calligraphy with an almost unsettling zeal. It felt personal.

Liam had poured his heart into this craft, the graceful curves of the letters, the precise strokes of the pen. It was his creative outlet. He had shared his skills with Noah, never suspecting that Noah would become the better artist. Now, Noah’s intricate work graced galleries, while Liam’s calligraphic practice had stopped.

He felt a painful constriction in his chest. His journal felt… foreign. Noah’s shadow seemed to fall over everything.

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