He stared at the small, cream-colored envelope, its edges softened with handling. His father’s handwriting, still recognizable despite the shaking. Inside, a simple note and a crumpled piece of paper. The paper unfolded to reveal a list: "Learn to play the guitar, visit the Grand Canyon, tell Sarah I love her." The last entry hit him like a physical blow. He slammed the envelope down, the cheap desk rattling. His breath hitched in his throat. He’d never heard his father express that sentiment, not with those words. He felt a profound sense of loss, a weight pressing down on his shoulders. He reached for a nearby bottle of whiskey, the cool glass offering a small solace to the internal chaos.

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