The rhythmic clanging echoed in the hollow space inside him. Every swing of the hammer a physical blow. He stood in his driveway, arms crossed, staring at the newly erected barrier. It was a solid, practical fence, the kind one installs when one has a dog, or a desire for solitude.

He hadn’t realized how much he’d relied on the casual familiarity of their shared garden. The way they’d exchange gardening tips, the easy banter. Now, there was a wall, a physical manifestation of the emotional distance that had grown between them.

He shoved his hands in his pockets, the cold metal of his keys against his skin. He needed to get away from here. From the sound of the fence and its cruel silence.

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