The scent of dust and mothballs filled the air as Eliza stared at the photograph. She'd always been told her great-aunt Eleanor was a shy, bookish woman, who dedicated her life to caring for others. Yet, there she was, in a sequined dress, laughing into the camera, a cigarette dangling from her fingers. This vibrant woman was a world away from the spinster her family had always described. Eliza pressed her knuckles to her mouth, a sudden wave of nausea rising within her. The carefully built foundation of her family's lore crumbled, leaving her adrift in a sea of unknown truths.

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