Rain lashed against the attic window, mirroring the storm inside Elara. She knelt amidst the dusty relics of her childhood, a trunk overflowing with her mother’s things. A worn, leather-bound notebook emerged, its pages brittle with age. Inside, in her mother’s elegant script, was a list titled "Before I go..." Elara's fingers trembled as she read the first entry: "See the Northern Lights." Tears blurred the words. She hadn't known. Hadn't known there were all these dreams left unfulfilled. She clutched the book to her chest, a hollow ache settling in her sternum.

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