The news arrived in a curt phone call. "The storm," her sister had said, "the old elm on your property..." She didn't need to hear more. The silence after the call felt deafening.

She drove to her childhood home, the familiar streets now alien. The gnarled tree, a landmark, was gone. Its absence was a gaping wound. The house felt empty, the air thick with ghosts.

She found herself walking through the rooms, touching the furniture, as if trying to grasp onto something solid, something real. She sat on the porch swing, the rhythmic creak a hollow echo of happier times.

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