He’d driven past the old house a dozen times this week, each time steeling himself for the inevitable. But seeing the vacant patch of dirt, the absence where the towering oak should have been, still sucker-punched him. A tremor ran through him. He pulled over, the car suddenly feeling too small, too confining. He remembered the tree’s gnarled branches, the swing he’d built for his daughter, the shade it offered on sweltering afternoons. He swallowed hard, the lump in his throat refusing to budge. He felt a deep, hollow ache spread through him, a feeling like something vital had been irrevocably severed.

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