The bank statement fluttered to the floor, a single white leaf fallen in the otherwise ordered study. Amelia stared at it, the numbers swimming before her eyes. Hundreds of thousands of dollars. Money she knew nothing about. Money squirreled away while she scrimped and saved, believing they were in this together. The air felt thick, heavy, pressing down on her chest.

She picked up the framed photograph on her desk – her and David, beaming on their wedding day. Her smile now felt brittle, a painted mask. A wave of nausea hit her, and she stumbled to the window, needing air. The bright sunlight felt accusatory, exposing the cracks she hadn't known existed.

"David?" she whispered, the name tasting like ash on her tongue. The silence of the house amplified the buzzing in her ears. He was due home in an hour. How was she going to face him?

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