The old house smelled of mothballs and something undefinable, like forgotten dreams. I walked through the rooms, each step a shuffle of leaden feet. My sister, Maya, was chattering about the potential renovations, sketching out plans in a notebook, her voice bright and full of hope. I just nodded, barely registering her words.

Every object, every photograph, every piece of furniture was a punch to the gut. I saw her everywhere—in the faded floral wallpaper, in the chipped teacups, in the worn rocking chair on the porch. The world was suddenly too loud, the sunlight too bright.

I excused myself and retreated to the attic, the air thick with dust and the ghosts of the past. In a dusty trunk, I found her old diary. I didn’t open it. I couldn't. The weight in my chest was crushing me; I was unable to breathe, let alone read about her life, a life I was now living without.

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