He stared at the listing, the polished photographs a stark contrast to the faded images in his mind. He’d spent decades trying to escape this house, to outrun the echoes of his past. Now, seeing it reduced to a real estate advertisement, he felt a sharp, unexpected pang.

The "before" and "after" photos were a punch to the gut. The familiar, slightly rundown exterior had been replaced with sleek, modern siding, the windows enlarged, the landscaping manicured to perfection.

He reached for a glass of water, his hand shaking. The water sloshed over the rim, spilling onto the counter, mirroring the messy emotions churning within him. He was a fool, he realized, to think he could ever truly sever the ties.

He needed to breathe.

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