The room was filled with the metallic tang of unshed tears. Emily stared at the photograph, her vision blurring. Her grandmother, always presented as a victim of circumstance, was pictured laughing and holding hands with a man who was *not* her grandfather. She'd always felt a pull, a longing for something her grandmother could never give. It was now clear that her perception of her family had been skewed. The lie made her feel utterly alone, a solitary figure in a room that had once held the promise of connection and belonging.

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