The saw's teeth had left a ragged wound, a brutal scar across the empty space where the willow used to stand. Sarah felt a peculiar tightness in her chest, a squeezing that made it difficult to breathe. She ran a hand over the rough stump, the wood cold and alien against her skin. It was just a tree, she told herself, just wood and leaves, but the tears already prickled at her eyes. She remembered the small, spindly sapling she’d planted with her father, its leaves barely whispering in the summer breeze. He’d helped her dig the hole, their laughter echoing around them. Now, there was nothing but a gaping void.

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