The scent of lavender and old paper filled Amelia's senses as she sifted through her grandmother's belongings. Among the linens and antique jewelry, she found a small, spiral-bound notebook. It was a list, penned in a shaky hand: "Ride a hot air balloon, swim with dolphins, forgive John." Amelia felt a searing pain in her chest, a tight knot forming in her stomach. The final entry, a stark reminder of the unspoken tensions within the family, cut the deepest. She knew John, her uncle, and the years of estrangement between them. She crumpled to the floor, her vision blurring, the notebook slipping from her numb fingers.

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