The news had left a bitter taste in his mouth. His daughter, Emily, was converting to Rastafarianism. Her father, John, found himself struggling to reconcile his daughter's new faith with his own worldview. The shock of it all stole the joy from him.

He sat in silence, watching Emily explain her choices, her face lit with a passionate conviction he couldn't share. He nodded slowly, attempting to appear supportive, but the effort felt hollow.

He excused himself early, needing to get away, to be alone with his thoughts. The silence in his empty house was a sharp contrast to the lively discussion. He sat in his favorite chair, and stared out the window into the darkness, the evening a canvas of grey, reflecting his own state of mind.

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