The photograph felt heavy in Leo’s hands, a burden he couldn't seem to put down. He'd always believed his father was a self-made man who clawed his way to success through hard work and determination. But the picture told a different story. His father, young and beaming, accepting a check from a man who was undeniably connected to the very company they always said had tried to undermine them. He felt a sharp pang of betrayal, a sensation that tightened his chest with each passing breath. The world around him seemed to tilt, the familiar ground beneath his feet dissolving into a deceptive marsh.

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
πŸ˜”0.359
haunting0.349
😒0.342
Suppressed:
de-0.503
la-0.455
B-0.352
πŸ€“-0.332
!-0.299