Rain lashed against the windows, mimicking the frantic drumming inside Amelia's chest. She’d found the phone tucked under the mattress, a burner phone, its call log a jumble of unfamiliar numbers. She’d confronted Daniel, her voice a thin, reedy sound, barely audible above the storm. He’d stammered, mumbled excuses about business, and then, the worst part, refused to meet her gaze. The apartment felt suffocating, each breath a fresh stab of disbelief.

The pasta she’d made, his favorite, sat congealing on the plate. She scraped it into the bin, the clatter of the fork a small, insignificant explosion in the unbearable silence. The scent of garlic and basil, which normally soothed her, now only brought a fresh wave of nausea. She went to the bedroom and pulled the duvet over her head, wishing the world would simply disappear.

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