He found himself pacing the perimeter of his backyard, staring at the construction site. It was a tangible measure of the distance between them. Each brick laid, each beam erected, was another nail in the coffin of their shared future.

The air felt thick, heavy with unspoken words. He couldn't shake the feeling of being utterly adrift. The world seemed to have lost its color, washed in shades of grey.

He kicked at a loose stone, sending it skittering across the grass. He wanted to scream, to lash out, but the words caught in his throat. He just wanted the noise to stop.

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