The city noise seemed miles away as Ethan stepped through the pawn shop door. His shoulders slumped, his steps slow and measured. The past few weeks had blurred into a single, unending gray day. Every moment was a reminder of what he had lost.

He saw it, in the third case, and immediately his stomach constricted. The ring. Her ring. Her memory. It was almost a physical blow, a stunning wave of anguish washing over him. The sharp, unexpected pain made him sway.

He walked over slowly, barely breathing, trying to remain calm. His eyes burned with unshed tears. He needed this piece of her back, even if it was just a symbol.

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